Civil and Environmental Engineering

University of California, Berkeley

This is an archived copy of the 2014-15 guide. To access the most recent version of the guide, please visit http://guide.berkeley.edu/.

About the Program

The Department of Civil and Environmental Engineering (CEE) offers a Master of Science (MS) program, a doctoral degree (PhD) program, and a Master of Engineering (MEng) program.

CEE also offers three concurrent degree programs and two certificate programs.

Master of Science (MS) and Doctor of Philosophy (PhD)

These academic degrees emphasize the application of the natural sciences to the analysis and solution of engineering problems. Advanced courses in mathematics, chemistry, physics, and the life sciences are normally included in a program that incorporates the engineering systems approach for analysis of problems.

Students in these degree programs select one of the following 7 concentrations:

  1. Energy, Civil Infrastructure and Climate: The objective of the Energy, Civil Infrastructure and Climate (ECIC) program is to educate a cadre of professionals who will be able to analyze from engineering, environmental, economic, and management perspectives complex problems such as energy efficiency of buildings, environmentally-informed design of transportation systems, embodied energy of construction materials, and electricity from renewable sources, as well as biofuels. The analysis will be used to address such overarching societal problems as mitigation of greenhouse gas emissions and adaptation of infrastructure to a changing climate. ECIC also promotes research at the intersection of energy, infrastructure and climate science.
  2. Engineering and Project Management: The Engineering and Project Management (E&PM) program educates students for leadership positions in managing infrastructure, especially construction projects, and within field, project, and corporate management. Contemporary project management practice demands that the engineering professionals not only have a mastery of engineering, including construction concepts, but also a strong background in engineering and management methods. E&PM emphasizes new technologies, developments, and techniques in both domestic and international project management and construction, as well as the interrelationships of all life-cycle components: planning, design, manufacturing, construction, operation, maintenance, and end-of-life options.
  3. Environmental Engineering: The Environmental Engineering program encompasses air quality engineering (AQE), water quality engineering (WQE), and environmental fluid mechanics and hydrology (EFMH). AQE focuses on indoor microenvironments, plume dispersion, urban and regional air pollution, as well as global changes in climate and atmospheric chemistry. There is an emphasis on environmental and public health issues related to the built environment, including energy and transportation systems. EFMH focuses on physical processes that govern air and water movement, and the associated transport of contaminants, energy, and other scalars. It takes an integrated approach to studies of the coastal ocean and estuaries, the atmospheric boundary layer, surface and subsurface water flow, land-atmosphere interactions, the management of water resource systems, climate change and variability, and contaminant transport. WQE addresses the sources, transport and treatment of chemical and microbiological contaminants that affect water. Research and coursework focus on assessment of the sources, fate and transport of contaminants and the development of natural and engineered treatment systems for chemical contaminants and human pathogens.
  4. GeoSystems (Geoengineering): GeoSystems encompasses a broad area of teaching and research in geotechnical and geological engineering, environmental geotechnics, and applied geophysics. GeoSystems' focus is on the evaluation of engineering properties of geologic materials and on providing engineering solutions for dealing with geologic environment and processes, and natural hazards. Emphasis is on the study of the mechanical behavior of soil and rock masses, laboratory and field characterization of material properties, development and application of geophysical techniques for site and subsurface characterization, development of advanced analysis methods, and evaluation of static and dynamic (seismic) performance of soil deposits, earth structures, and underground space.
  5. Structural Engineering, Mechanics, and Materials: The Structural Engineering, Mechanics, and Materials (SEMM) program consists of three emphases: structural engineering, which is concerned with the analysis and design of all types of structures, including earthquake-resistant design; structural mechanics, which employs the disciplines of applied mathematics and the engineering sciences to examine problems in the behavior of structural elements and systems, and to investigate the mathematical description of properties; and structural materials engineering, which is concerned with the development of construction materials (e.g., steel, concrete, aluminum alloys, timber, plastic, and composite materials) for engineering projects, such as mechanical and thermal response, microstructure behavior, and durability.
  6. Systems (Civil Systems): The focus of the Systems Program is to understand complex large-scale systems and to develop tools for their design and operation. Such systems encompass built elements (infrastructures transportation, structures), societal systems (social networks, populations enterprises), and natural systems (land, water, air). The understanding of how such systems work requires knowledge about the constitutive laws that govern them, such as traffic flow, fluid mechanics, structural mechanics, and smart networks. It also requires an understanding of the theoretical paradigms (e.g., theories of computation and control, optimization, behavioral economics, sensor networks, statistics, and signal processing) that are used to model, control and optimize such systems.
  7. Transportation Engineering: The Transportation Engineering (TE) program is concerned with the planning, design, construction, operation, performance, evaluation, maintenance, and rehabilitation of transportation systems and facilities, such as highways, railroads, urban transit, air transportation, logistic supply systems and their terminals. There is an emphasis on the economic and public policy aspects involved in transportation systems as well. TE stresses development of analytic, problem-solving, design, and management skills suitable for public and private sector professional work.

Students in the PhD program have the option of pursuing a Designated Emphasis (DE) to supplement their study. A designated emphasis is a specialization, such as a new method of inquiry or an important field of application, and it is relevant to 2 or more existing doctoral degree programs. Some of the DE's open to students in CEE’s PhD program are Computational Science and Engineering , and Nanoscale Science and Engineering .

Master of Engineering (MEng)

This professional degree emphasizes solving technical, sociological, environmental, and economic problems involved in the design, construction, and operation of engineering structures, processes, and equipment. Studies include courses in the engineering sciences necessary to the engineering interpretation of the latest scientific developments. Courses in design, operation, humanities, and economics provide bases for the analysis and solution of problems in professional engineering.

Students in this degree program select either a concentration in Systems (Civil Systems) or Transportation Engineering (see above descriptions). There are options for either full-time or part-time enrollment.

CEE’s MEng program is offered in conjunction with the Fung Institute for Engineering Leadership .

Concurrent Degrees

The concurrent degree program is a formal arrangement of two existing, but separate, master's degree programs, which result in the students earning two master’s degrees. CEE offers the following concurrent degree programs:

  1. Structural Engineering and Architecture (MArch/MS)
  2. Transportation Engineering and City and Regional Planning (MCP/MS)
  3. Any CEE graduate program and Public Policy  (MPP/MS)

For further information regarding these programs, please see the department's website .

Certificates

Certificate in Engineering and Business for Sustainability: This program is open to all Berkeley graduate students who meet the EBS Certificate course requirements. The EBS Certificate program allows students to tap into multidisciplinary educational resources from the College of Engineering , Haas School of Business , Energy and Resources Group , Goldman School of Public Policy , College of Natural Resources , and the School of Public Health , to learn how to have a lasting beneficial impact on the global environment. For further information regarding this program, please see the department's website .

Certificate in Intelligent Transportation Systems: Jointly sponsored by CEE, the Department of Electrical Engineering & Computer Science and Mechanical Engineering, this program is designed to assist students to study ITS in a systematic and focused way. Faculty advisors help students design a personalized study program to meet their goals. For more information regarding this program, please see the department's website .

Visit Department Website

Admissions

Admission to the University

Uniform minimum requirements for admission

The following minimum requirements apply to all programs and will be verified by the Graduate Division:

  1. A bachelor’s degree or recognized equivalent from an accredited institution;
  2. A minimum grade-point average of B or better (3.0);
  3. If the applicant comes from a country or political entity (e.g. Quebec) where English is not the official language, adequate proficiency in English to do graduate work, as evidenced by a TOEFL score of at least 570 on the paper-and-pencil test, 230 on the computer-based test, 90 on the iBT test, or an IELTS Band score of at least 7 (note that individual programs may set higher levels for any of these); and
  4. Enough undergraduate training to do graduate work in the given field.

Applicants who already hold a graduate degree

The Graduate Council views academic degrees as evidence of broad research training, not as vocational training certificates; therefore, applicants who already have academic graduate degrees should be able to take up new subject matter on a serious level without undertaking a graduate program, unless the fields are completely dissimilar.

Programs may consider students for an additional academic master’s or professional master’s degree if the additional degree is in a distinctly different field.

Applicants admitted to a doctoral program that requires a master’s degree to be earned at Berkeley as a prerequisite (even though the applicant already has a master’s degree from another institution in the same or a closely allied field of study) will be permitted to undertake the second master’s degree, despite the overlap in field.

The Graduate Division will admit students for a second doctoral degree only if they meet the following guidelines:

  1. Applicants with doctoral degrees may be admitted for an additional doctoral degree only if that degree program is in a general area of knowledge distinctly different from the field in which they earned their original degree. For example, a physics PhD could be admitted to a doctoral degree program in music or history; however, a student with a doctoral degree in mathematics would not be permitted to add a PhD in statistics.
  2. Applicants who hold the PhD degree may be admitted to a professional doctorate or professional master’s degree program if there is no duplication of training involved.

Applicants may only apply to one single degree program or one concurrent degree program per admission cycle.

Any applicant who was previously registered at Berkeley as a graduate student, no matter how briefly, must apply for readmission, not admission, even if the new application is to a different program.

Required documents for admissions applications

  1. Transcripts:  Upload unofficial transcripts with the application for the departmental initial review. Official transcripts of all college-level work will be required if admitted. Official transcripts must be in sealed envelopes as issued by the school(s) you have attended. Request a current transcript from every post-secondary school that you have attended, including community colleges, summer sessions, and extension programs.
    If you have attended Berkeley, upload unofficial transcript with the application for the departmental initial review. Official transcript with evidence of degree conferral will not be required if admitted.
  2. Letters of recommendation: Applicants can request online letters of recommendation through the online application system. Hard copies of recommendation letters must be sent directly to the program, not the Graduate Division.
  3. Evidence of English language proficiency: All applicants from countries in which the official language is not English are required to submit official evidence of English language proficiency. This requirement applies to applicants from Bangladesh, Burma, Nepal, India, Pakistan, Latin America, the Middle East, the People’s Republic of China, Taiwan, Japan, Korea, Southeast Asia, and most European countries. However, applicants who, at the time of application, have already completed at least one year of full-time academic course work with grades of B or better at a U.S. university may submit an official transcript from the U.S. university to fulfill this requirement. The following courses will not fulfill this requirement: 1) courses in English as a Second Language, 2) courses conducted in a language other than English, 3) courses that will be completed after the application is submitted, and 4) courses of a non-academic nature. If applicants have previously been denied admission to Berkeley on the basis of their English language proficiency, they must submit new test scores that meet the current minimum from one of the standardized tests.

Admission to the Program

CEE's minimum graduate admission requirements

  • A bachelor's degree from an accredited institution or recognized equivalent.
  • Sufficient undergraduate education for graduate work in your chosen field.
  • A satisfactory scholastic average, with a minimum grade-point average (GPA) of 3.0 (B) for application consideration.
  • Score of the general Graduate Record Examination (GRE ) taken during the past five years. CEE does not require a GRE subject test but the General GRE Test is required. Both the "Old" GRE and the "Revised" GRE are accepted.
  • International applicants: A minimum score of 90/120 iBT (230 CBT, 570 PBT) on the Test of English as a Foreign Language (TOEFL ), taken during the past two years, is required to meet the English Language Proficiency requirement. 
  • A Master’s of Science degree from an accredited university if you are applying directly for the PhD.
  • In addition, each of the 7 CEE programs has its own admissions requirements (see below). Applicants need to follow the requirements and prerequisites of their chosen program.

Energy, Civil Infrastructure, and Climate

Prerequisites
  • Bachelor’s degree from an accredited institution or recognized equivalent
  • 1.5 years of college-level calculus
  • 1 semester probability and statistics
  • 1 semester elementary linear algebra
  • 1 year college-level physical science (e.g.PHYSICS 7A Physics for Scientists and Engineers)
  • A course in thermodynamics or energy conversion (can be taken as part of graduate study). Example courses in thermodynamics and energy conversion at Berkeley include:
    ENGIN 115Engineering Thermodynamics4
    MEC ENG 40Thermodynamics3
    MEC ENG 254Thermodynamics I3
    CHM ENG 141Chemical Engineering Thermodynamics4
    MEC ENG 146Energy Conversion Principles3

Engineering and Project Management

Prerequisites
  • 1 year college-level calculus
  • 1 year college-level physical science (e.g. PHYSICS 7A and PHYSICS 7B Physics for Scientists and Engineers)
  • 1 semester probability and statistics
  • 1 semester elementary linear algebra

Environmental Engineering

Prerequisites

Minimum requirements for entry into the Environmental Engineering program consist of:

  • Math: equivalent of 2 years, including calculus, linear algebra and differential equations
  • Science: 1 semester of physics, 2 additional semesters of science (physics, chemistry, biology)

Additionally, it is strongly recommend that applicants have:

  • Experience with Matlab or other high-level programming language
  • Physics and/or chemistry coursework beyond the minimum listed above

The Environmental Engineering program also considers the following courses to be additional prerequisites of the program. These courses can be taken during a student’s graduate study, but if they are, the courses would not count towards the graduate degree:

CIV ENG 100Elementary Fluid Mechanics4
CIV ENG 111Environmental Engineering3
One of these courses may be taken as part of the graduate program:
Introduction to Hydrology
Water Chemistry

Note: applications from non-engineering students are strengthened if engineering classes, particularly those considered prerequisite to the program, have already been taken at the time of application.

GeoSystems (Geoengineering)

Prerequisites
Select one of the following or equivalent:
Calculus
Multivariable Calculus
   and Linear Algebra and Differential Equations
CHEM 1AGeneral Chemistry (or equivalent)3
PHYSICS 7APhysics for Scientists and Engineers4
CIV ENG C30Introduction to Solid Mechanics3
CIV ENG 70Engineering Geology3
CIV ENG 175Geotechnical and Geoenvironmental Engineering3

Structural Engineering, Mechanics and Materials

Prerequisites
1 year college-level calculus:
Calculus
Multivariable Calculus
   and Linear Algebra and Differential Equations
Equivalent
1 year college-level physical science:
Physics for Scientists and Engineers
Equivalent
1 semester probability and statistics:
Introduction to Probability and Statistics
Engineering Data Analysis
Equivalent
1 semester elementary linear algebra
1 semester course in matrix structural analysis
Advanced Structural Analysis
Equivalent

Systems (Civil Systems)

Prerequisites
  • 1.5 years college-level calculus
  • 1 year college-level physical science (e.g., PHYSICS 7A/PHYSICS 7B Physics for Scientists and Engineers)
  • 1 semester probability and statistics 
  • 1 semester elementary linear algebra
  • A GPA for the junior/senior years of at least 3.25

Transportation Engineering

Prerequisites
  • 1 year college-level calculus
  • 1 year college-level physical science (e.g., PHYSICS 7A/PHYSICS 7B Physics for Scientists and Engineers)
  • 1 semester probability and statistics (See Statistics/linear algebra diagnostic below.)
  • 1 semester elementary linear algebra

Transportation Engineering requires strong analytical and quantitative preparation, but an engineering degree is not necessary. Applicants must be fluent with quantitative concepts equivalent to 1 year of college level calculus, 1 year of college level physical science, including a physics course on mechanics and waves (such as PHYSICS 7A/PHYSICS 7B Physics for Scientists and Engineers) and 1 semester of engineering level probability and statistics. 

Deficiencies in preparation must be remedied by additional work that may not count toward the degree. Students should discuss their preparation with their faculty advisor.

Statistics/linear algebra diagnostic

Incoming students, including transfers into the Transportation Engineering program from within Berkeley, must take a diagnostic test at the beginning of their first semester in the program to see if their linear algebra, and probability and statistics preparation is adequate, i.e., on a level similar to CIV ENG 93 Engineering Data Analysis.

Consisting of 4 or 5 problems, the diagnostic test does not emphasize memorization. Rather, it tests whether students are capable of applying linear algebra and statistical concepts to solve simple transportation problems. If students do not solve most of the problems easily, or do not take the test, they must enroll in CIV ENG 262 Analysis of Transportation Data during their first semester. This requirement cannot be put off to a later time.

Lack of linear algebra knowledge may be remedied by working through a suitable book, such as the Schaum's Outline Series.

See Example Statistics Diagnostic for First Year TE Grad Students

Doctoral Degree Requirements

Curriculum

The doctoral program is research-based and is not solely based on the curricula below.  All doctoral students are expected to fulfill a major and two minors which total at least 30 units or its equivalent. Each PhD student must have a graduate advisor to provide general academic guidance, and a research advisor to supervise the student's dissertation and to assist in identifying funding paths. A minimum 3.5 GPA is required in major course work and a 3.0 in minor course work.  Usually during the first year or second year a prequalifying examination is required as well as a qualifying examination during the 3rd year.  For detailed information, please see the department website

Energy, Civil Infrastructure and Climate concentration
CIV ENG 107Climate Change Mitigation3
CIV ENG 268ECivil Systems and the Environment3
CIV ENG 292ATechnologies for Sustainable Societies1
CIV ENG 295Energy Systems and Control3
CIV ENG 299Individual Research1-12
At least 15 units of CIV ENG electives, from each of the following core areas (maximum 6 units in any one area):
Environment Science & Engineering
Civil Infrastructure
Economics & Policy
9 units in each in two minor fields (may be within CEE)
Engineering and Project Management concentration
CIV ENG 299Individual Research1-12
A major field of 18 units related to the thesis and 2 minor fields, with 1 minor consisting of courses outside CEE. The minor typically consists of 2 or 3 graduate or advanced undergraduate level courses.
Environmental Engineering concentration 
For the major field: minimum 12 units from courses numbered CIV ENG 200-CIV ENG 219:
Environmental Fluid Mechanics
Numerical Methods for Environmental Flow Modeling
Transport and Mixing in the Environment
Vadose Zone Hydrology
Surface Water Hydrology
Margins of Quality for Engineered Systems
Design for Sustainable Communities
Control of Water-Related Pathogens
Environmental Physical-Chemical Processes
Environmental Biological Processes
Watersheds and Water Quality
Environmental Chemical Kinetics
Air Quality Engineering
Atmospheric Aerosols
Air Pollution Modeling
Two minors with two courses each, minimum 12 units total. Additional requirements: 1
1

One minor must be outside of CEE; graduate-level or undergraduate-level courses may be used for the outside minor.

GeoSystems concentration
Faculty advisor approved study list per student’s research interests. The major field consists of 18 units of Civ Eng courses focusing around a GeoSystems area of research. The two minor fields of 8 units each, one of which consists of courses outside CEE, support the dissertation topic. Minimum 30 units overall.
Structural Engineering, Mechanics & Materials (SEMM) concentration
21 units of SEMM courses for the major field. At least 15 units at the graduate level.
Courses for two minor fields:
One minor should address the student's technical base and research background and include two graduate level courses. For a computer science minor, one of the following areas should be taken: 1
Databases:
Operating Systems and System Programming
Introduction to Database Systems
Introduction to Database Systems
Implementation of Data Base Systems
Advanced Robotics
Computer Graphics:
Foundations of Computer Graphics
Foundations of Computer Graphics
Advanced Computer Graphics Algorithms and Techniques
COMPSCI 285
Course Not Available
Software Engineering:
Programming Languages and Compilers
COMPSCI 269
Course Not Available
Artificial Intelligence:
Introduction to Artificial Intelligence
COMPSCI 283B
Course Not Available
COMPSCI 269
Course Not Available
Advanced Robotics
Natural Language Processing
COMPSCI 289
Course Not Available
One minor must be Mathematics or Statistics in one of the following areas: Traditional Mathematics:
Traditional Mathematics:
Introduction to Analysis
   and Introduction to Complex Analysis (OR)
or
MATH 121A
  & MATH 121B
  & MATH 222A
  & MATH 222B
  & MATH 224A
  & MATH 224B
Mathematical Tools for the Physical Sciences
   and Mathematical Tools for the Physical Sciences
   and Partial Differential Equations
   and Partial Differential Equations
   and Mathematical Methods for the Physical Sciences
   and Mathematical Methods for the Physical Sciences
Modern Mathematics:
Introduction to Analysis
Introduction to Topology and Analysis
Introduction to Topology and Analysis
Numerical Analysis:
Linear Algebra
Numerical Analysis
Numerical Analysis
Advanced Matrix Computations
Numerical Solution of Differential Equations
Numerical Solution of Differential Equations
Statistics:
Linear Algebra
Introduction to Probability and Statistics at an Advanced Level
Introduction to Probability and Statistics at an Advanced Level
For Materials emphasis:
Two units of CE 299 (individual study or research) during your first semester of residence. Approved course work should satisfy a major within SEMM and two minor areas appropriate for your area of research. One minor should be in SEMM and the other minor should be outside of CEE. The minors are subject to the approval of the Vice Chair for Academic Affairs. A minor in math is not required.
Systems Engineering concentration
At least 15 units (excluding research) in major, 3 of which may be upper-division courses.
Four out of seven Systems graduate courses:
Structural System Reliability
Behavioral Modeling for Engineering, Planning, and Policy Analysis
Sensors and Signal Interpretation
Advanced Special Topics in Civil and Environmental Engineering (sect 1. Spatiotemporal Data Analytics)
Advanced Special Topics in Civil and Environmental Engineering (sect 2. Energy Systems and Control)
Civil Systems: Control and Information Management
Control and Optimization of Distributed Parameters Systems
Two minor fields where only one can be in CEE. Each minor is a group of three upper-division and/or graduate courses. One semester of teaching is also required. CE 301 must be taken concurrently with the first teaching rotation.
Transportation Engineering concentration
CIV ENG courses in Transportation Engineering should include the following:
Transportation Policy and Planning
Operation of Transportation Facilities
Systems Analysis in Transportation
Analysis of Transportation Data
The remaining course work should support a special emphasis in an area of interest and in 2 minors.

CIV ENG 301 is required for all students who are teaching for the  first time on Berkeley campus.

Master's Degree Requirements (MS)

Curriculum

Energy, Civil Infrastructure & Climate Overview concentration 
Courses Required
CIV ENG 107Climate Change Mitigation3
CIV ENG 268ECivil Systems and the Environment3
CIV ENG 292ATechnologies for Sustainable Societies1
CIV ENG 295Energy Systems and Control3
CIV ENG 299Individual Research3
Thesis option: 6 units from the three core areas, Environmental Science and Engineering, Civil Infrastructure, and Economics and Policy, but no more than 3 units in any one area. A thesis signed by three committee members is also required. 16
Comprehensive Exam option: 9 units from the three core areas, Environmental Science and Engineering, Civil Infrastructure, and Economics and Policy, but no more than 6 units in any one area. A comprehensive examination is also required. 19
1

 See department website for more details.

Engineering & Project Management concentration 
Courses Required
CIV ENG 268ALean Construction Concepts and Methods3
CIV ENG 268BLean Construction and Supply Chain Management3
CIV ENG 268DLaw for Engineers3
CIV ENG 268ECivil Systems and the Environment3
CIV ENG 268HAdvanced Project Planning and Control3
CIV ENG 268IBusiness Fundamentals for Engineers3
CIV ENG 298Group Studies, Seminars, or Group Research1-6
Thesis option: At least 8 units from the list above. Remaining courses, minimum 12 units, comes from courses approved by the faculty advisor. No more than 4 units of CE 299 may count. A thesis with a 3-person committee is required with two CEE members, one from EPM.
Comprehensive Exam option: 12 units from the above list are required. 12 units from a course list approved by the faculty advisor. No more than 4 units of CE 299 may count. A comprehensive examination is required in the Spring.
Environmental Engineering concentration 
Courses Required
Environmental Fluid Mechanics
Vadose Zone Hydrology
Environmental Physical-Chemical Processes
Environmental Biological Processes
Air Quality Engineering
Thesis option: individualized study list approved by adviser and a thesis approved by a committee of three, including two environmental faculty and preferably one member outside CEE.
Comprehensive Exam option: individualized study list plus 3 courses from following (but only one of CE 211A or CE 211B) as well as a comprehensive exam in fall or spring
GeoSystems concentration 
Courses Required
Thesis option: 9 units of graduate level courses and the remaining 11 units from a list approved by the faculty advisor. 3 units may be CE 299 research units. Minimum 12 units per semester.
Comprehensive Project: 12 units of graduate level courses, and the remaining 12 from a list approved by the faculty advisor. A written report from at least 3 units of CE 299 or a capstone project from CE 273 is required.
CIV ENG 270Advanced Geomechanics3
CIV ENG 271Sensors and Signal Interpretation3
CIV ENG 272Numerical Modelling in Geomechanics3
CIV ENG 273Advanced GeoEngineering Testing and Design3
CIV ENG 275Geotechnical Earthquake Engineering3
CIV ENG C276Seismic Hazard Analysis and Design Ground Motions3
CIV ENG 277Advanced Foundation Engineering3
CIV ENG 281Engineering Geology3
CIV ENG 285CSeismic Methods in Applied Geophysics3
CIV ENG 286Digital Data Processing3
CIV ENG 290JAdvanced Topics in Geotechnical Engineering3
Structural Engineering, Mechanics & Materials concentration 
Courses Required
Thesis option: At least 8 units from the list above. Remaining courses, minimum 12 units, comes from courses approved by the faculty advisor. No more than 4 units of CE 299 may count. A thesis with a 3-person committee is required with two CEE members, one from EPM. 1
Comprehensive Project/Exam option: 14 units of graduate level SEMM courses are required. 10 units from a course list approved by the faculty advisor. No more than 4 units of CE 299 may count. A comprehensive examination, or report approved by two faculty, is required in the Spring. 1
CIV ENG 220Structural Analysis Theory and Applications3
CIV ENG 221Nonlinear Structural Analysis3
CIV ENG 222Finite Element Methods3
CIV ENG 223Earthquake Protective Systems3
CIV ENG 225Dynamics of Structures3
CIV ENG 226Stochastic Structural Dynamics3
CIV ENG 227Earthquake-Resistant Design3
CIV ENG 228Advanced Earthquake Analysis3
CIV ENG 229Structural System Reliability3
CIV ENG C231Mechanics of Solids3
CIV ENG 232Structural Mechanics3
CIV ENG 233Computational Mechanics3
CIV ENG 234Computational Inelasticity3
CIV ENG C235Statistical Mechanics of Elasticity3
CIV ENG C236Micromechanics3
CIV ENG C237Computational Nano-mechanics3
CIV ENG 240Civil Engineering Materials3
CIV ENG 241Concrete Technology3
CIV ENG 244Reinforced Concrete Structures3
CIV ENG 245Behavior of Reinforced Concrete3
CIV ENG 246Prestressed Concrete Structures3
CIV ENG 247Design of Steel and Composite Structures3
CIV ENG 248Behavior and Plastic Design of Steel Structures3
CIV ENG 249Experimental Methods in Structural Engineering3
1

See department website for more details.

Systems Engineering concentration
Courses Required
4 core courses to be taken from a pool of 7 core classes:
Structural System Reliability
CIV ENG 263NScalable Spatial Analytics3
CIV ENG 264Behavioral Modeling for Engineering, Planning, and Policy Analysis3
CIV ENG 268ECivil Systems and the Environment3
Sensors and Signal Interpretation
Civil Systems: Control and Information Management
Control and Optimization of Distributed Parameters Systems
CIV ENG 295Energy Systems and Control3
4 elective courses making up a coherent subject specialization chosen with approval of the systems graduate advisor
Capstone paper or completion of a capstone course
Transportation Engineering concentration 
Courses Required
The Fundamentals are required of all MS students. No course may count in more than one area. Transportation Engineering students are required to take a course from Policy, Modal, and Analysis, while Transportation Systems students are required to take Modal, Analysis and Systems.
Fundamentals (all):
Operation of Transportation Facilities
Systems Analysis in Transportation
Analysis of Transportation Data
Policy area:
Transportation Policy and Planning
Transportation Sustainability
Modal area:
Transportation Facility Design
Intelligent Transportation Systems
Highway Traffic Operations
Public Transportation Systems
Air Transportation
Analysis area:
Transportation Economics
Logistics
Infrastructure Systems Management
Operations of Transportation Terminals
Behavioral Modeling for Engineering, Planning, and Policy Analysis
Civil Systems: Control and Information Management
Advanced Topics in Seismology
Systems area:
Sensors and Signal Interpretation
Civil Systems: Control and Information Management
Control and Optimization of Distributed Parameters Systems

Master's Degree Requirements (MEng)

Curriculum

Transportation Engineering concentration (Intelligent Transportation Systems Track)

Courses Required
Core Technical courses:
Operation of Transportation Facilities
Systems Analysis in Transportation
And 2 courses (6 units) from the following:6
Intelligent Transportation Systems
Highway Traffic Operations
Public Transportation Systems
Air Transportation
Behavioral Modeling for Engineering, Planning, and Policy Analysis
Core Leadership courses:
Engineering Leadership I
Engineering Leadership II
Master of Engineering Capstone Project
Master of Engineering Capstone Project
A capstone project is required at the end of the program. A part-time option is available as well. 1
1

See the Fung Institute website for more information.

Systems concentration

Courses Required
Core Technical Courses (12 units) choose 4 courses:
Behavioral Modeling for Engineering, Planning, and Policy Analysis
Sensors and Signal Interpretation
Embedded System Design: Modeling, Analysis, and Synthesis
Civil Systems: Control and Information Management
Control and Optimization of Distributed Parameters Systems
Core Leadership courses:
Engineering Leadership I
Engineering Leadership II
Master of Engineering Capstone Project
Master of Engineering Capstone Project
A capstone project is required at the end of the program. A part-time option is available as well. 1
1

See Fung Institute website for more information.

Courses

Civil and Environmental Engineering

CIV ENG 200A Environmental Fluid Mechanics 3 Units

Fluid mechanics of the natural water and air environment. Flux equation analyses; unsteady free surface flow; stratified flow; Navier-Stokes equations; boundary layers, jets and plumes; turbulence, Reynolds equations, turbulence modeling; mixing, diffusion, dispersion, and contaminant transport; geophysical flows in atmosphere and ocean; steady and unsteady flow in porous media. Application to environmentally sensitive flows in surface and groundwater and in lower atmosphere.

CIV ENG 200B Numerical Methods for Environmental Flow Modeling 3 Units

Introduction to numerical methods with application to environmental flows (atmospheric, surface water, and subsurface flows). Scalar advection/ diffusion equations used to study finite difference schemes, numerical errors and stability. Methods introduced for solving Navier-Stokes equations and for turbulence modeling with Reynolds-averaging and large-eddy simulation. Basic programming skills required for hands-on exercises.

CIV ENG 200C Transport and Mixing in the Environment 3 Units

Application of fluid mechanics to transport and mixing in the environment. Fundamentals of turbulence, turbulent diffusion, and shear dispersion in steady and oscillatory flows and the effects of stratification. Application to rivers, wetlands, lakes, estuaries, the coastal ocean, and the lower atmosphere.

CIV ENG 202A Vadose Zone Hydrology 3 Units

Course addresses fundamental and practical issues in flow and transport phenomena in the vadose zone, which is the geologic media between the land surface and the regional water table. A theoretical framework for modeling these phenomena will be presented, followed by applications in the areas of ecology, drainage and irrigation, and contaminant transport. Hands-on applications using numerical modeling and analysis of real-life problems and field experiments will be emphasized.

CIV ENG 203A Graduate Hydrology 3 Units

Hydrology is presented and analyzed in the context of a continuum extending from the atmosphere to the land surface to the subsurface to free water bodies. In this class, we develop the theoretical frameworks required to address problems that both lie within individual components and span these traditionally separate environments. Starting from a development of the fundamental dynamics of fluid motion, we examine applications within the subsurface, the atmosphere and surface water systems.

CIV ENG 203N Surface Water Hydrology 3 Units

Course addresses topics of surface water hydrology, such as processes of water in the atmosphere, over land surface, and within soil; advanced representation and models for infiltration and evapotranspiration processes; partition of water and energy budgets at the land surface; snow and snowmelt processes; applications of remote sensing; flood and drought, and issues related to advanced hydrological modeling. Students will address practical problems and will learn how to use the current operational hydrologic forecasting model, and build hydrological models.

CIV ENG 205B Margins of Quality for Engineered Systems 3 Units

Processes and procedures to define and determine the demands and capacities of the structures and hardware elements of engineered systems during their life-cycles: margins of quality. The objective of this course is to provide students with the knowledge and skills to define and evaluate system demands, capacities, and reliabiltity targets to be used in design, requalification, construction, operation, maintenance, and decommissioning of engineered systems.

CIV ENG 209 Design for Sustainable Communities 3 Units

This course provides conceptual and hands-on experience in design and implementation of innovative products or processes for improving the sustainability of resource-constrained communities (mostly poor ones in the developing countries). Teams of students will take on practical projects, with guidance from subject experts.

CIV ENG 210A Control of Water-Related Pathogens 3 Units

Comprehensive strategies for the assessment and control of water-related human pathogens (disease-causing microorganisms). Transmission routes and life cycles of common and emerging organisms, conventional and new detection methods (based on molecular techniques), human and animal sources, fate and transport in the environment, treatment and disinfection, appropriate technology, regulatory approaches, water reuse.

CIV ENG 211A Environmental Physical-Chemical Processes 3 Units

Fundamental concepts of physical-chemical processes that affect water quality in natural and engineered environmental systems. Focus is on developing a qualitative understanding of mechanisms as well as quantitative tools to describe, predict, and control the behavior of physical-chemical processes. Topics include reactor hydraulics and reaction kinetics, gas transfer, adsorption, particle characteristics, flocculation, gravitational separations, filtration, membranes, and disinfection.

CIV ENG 211B Environmental Biological Processes 3 Units

Fundamental concepts of biological processes that are important in natural and engineered environmental systems, especially those affecting water quality. Incorporates basic fundamentals of microbiology into a quantifiable engineering context to describe, predict, and control behavior of environmental biological systems. Topics include the stoichiometry, energetics and kinetics of microbial reactions, suspended and biofilm processes, carbon and nutrient cycling, and bioremediation applications.

CIV ENG 213 Watersheds and Water Quality 3 Units

Overview of approaches used by engineers to preserve or improve water quality at the watershed scale. Characterization and modeling of nutrients, metals, and organic contaminants in watersheds. Application of ecosystem modification and pollutant trading to enhance water quality. The course emphasizes recent case studies and interdisciplinary approaches for solving water quality problems.

CIV ENG 217 Environmental Chemical Kinetics 3 Units

Kinetic aspects of chemical fate and transport in aquatic systems. Quantitative descriptions of the kinetics of intermedia transport and pollutant transformation by abiotic, photochemical, and biological reactions. Techniques for the estimation of environmental reaction rates. Development of models of pollutant behavior in complex natural systems.

CIV ENG 218A Air Quality Engineering 3 Units

Quantitative overview of the characterization and control of air pollution problems. Summary of fundamental chemical and physical processes governing pollutant behavior. Analysis of key elements of the air pollution system: sources and control techniques, atmospheric transformation, atmospheric transport, modeling, and air quality management.

CIV ENG 218B Atmospheric Aerosols 3 Units

Nature, behavior and signifance of airborne particulate matter. Size distributions. Transport phenomena and deposition processes. Light scattering, visibility impairment, and climate consequences. Aerosol thermodynamics and kinetics of phase-change processes, including nucleation. Phase partitioning of semivolatile species. Coagulation. Atmospheric sources including primary and secondary particle formation. Loss mechanisms including wet and dry deposition. Technological controls.

CIV ENG 218C Air Pollution Modeling 3 Units

Theory and practice of mathematical air quality modeling. Modeling atmospheric chemical transformation processes. Effects of uncertainty in model parameters on predictions. Review of atmospheric diffusion theory and boundary layer meteorology. Dispersion modeling. Combining chemistry and transport.

CIV ENG 220 Structural Analysis Theory and Applications 3 Units

Theory and applications of modern structural analysis. Direct stiffness method. Matrix formulations. Virtual work principles. Numerical solution methods. Modeling and practical analysis of large frame structures. Elastoplastic analysis of frames. P-delta effects.

CIV ENG 221 Nonlinear Structural Analysis 3 Units

Theory, modeling, and computation for analysis of structures with material and geometric nonlinearities. Sources of nonlinearity. Solution strategies for static and dynamic loads. Modeling of inelastic materials and members. P-delta and large deformation theory. Analysis of stability. Practical applications.

CIV ENG 222 Finite Element Methods 3 Units

Approximation theory for analysis of deformation and stress in solids. Finite element formulations for frame, plane stress/strain, axisymmetric, torsion, and three-dimensional elastic problems. The isoparametric formulation and implementation. Plate and shell elements. Finite element modeling of structural systems.

CIV ENG 223 Earthquake Protective Systems 3 Units

Conceptual basis for earthquake protective systems including seismic isolation and energy absorbing techniques. Design rules for seismic isolation, energy absorbing and self-centering systems. Characteristics of isolation bearings, frictional, metallic and energy absorbing devices, code provision for earthquake protective systems. Applications to new and existing structures.

CIV ENG W224A Introduction to Earthquake Engineering 3 Units

Introduction to key concepts in earthquake engineering, including engineering seismology, dynamics of single-degree-of-freedom systems, earthquake ground motions, seismic hazard assessment, performance-based earthquake engineering, geotechnical design for earthquakes, and structural design for earthquakes.

CIV ENG W224B Linear Analysis of Structural and Geotechnical Systems 3 Units

Methods of linear static and dynamic analysis of structural and geotechnical systems; displacement method of analysis and direct stiffness implementation; modeling of structural and geotechnical systems; 1d and 2d finite elements; equations of motions; modal analysis and direct integration; linear response evaluation methods.

CIV ENG W224C Earthquake Geotechnical Engineering 3 Units

Earthquake surface fault rupture, earthquake ground motions; influence of soil conditions on seismic site response; seismic site response analysis; evaluation and modeling of dynamic soil properties; seismic performance of foundations and soil structure interaction; evaluation and mitigation of soil liquefaction and its consequences; seismic slope stability and displacement analysis; seismic safety of dams, levees, embankments; seismic design of earth retaining structures.

CIV ENG W224D Nonlinear Analysis of Structural and Geotechnical Systems 3 Units

Response of structural systems with nonlinear materials under large displacements; event-to-event analysis for simple material response; nonlinear solution strategies; linear stability analysis; second order analysis; section analysis for nonlinear material response (moment-curvature, interaction diagrams); truss and beam-column elements with nonlinear materials; nonlinear time history analysis of structures; case studies of nonlinear response.

CIV ENG W224E Earthquake Resistant Design 2 Units

Design of structures to resist earthquakes excitations. Characterization of earthquakes for design. Development of design criteria for elastic and inelastic structural response. Seismic performance of various structural systems. Prediction of nonlinear seismic behavior. Basis for code design procedures. Preliminary design of steel and reinforced concrete structures. Evaluation of earthquake vulnerability of existing structures and rehabilitation of seismic deficiencies.

CIV ENG W224F Risk Analysis and Decision Making 2 Units

Risk analysis and seismic policy issues for pre-event planning and post-event recovery: Topics will include national and local policies governing seismic safety, risk modeling, resilience metrics and lessons from policy and planning before and after recent major events in Japan, New Zealand, Italy, China, Haiti, Chile, and others.

CIV ENG W224G Earthquake Resistant Concrete Structures 2 Units

Design methods for earthquake-resistant concrete construction; materials including confined concrete; design of beams, columns, and walls; structural diaphragms; foundations; conventional construction and hybrid construction; applications for buildings and bridges.

CIV ENG W224H Earthquake-Resistant Steel Structures 2 Units

Design methods for earthquake-resistant steel structures; material properties of steel, welds, and bolts; design of tension members, beams, columns, and beam-columns; connections including shear and moment connections, gusset plates, and base plates; floor diaphragms; lateral force resisting systems; concentrically braced frames; moment frames; eccentrically braced frames; steel shear walls; applications to buildings and bridges

CIV ENG W224I Dynamic Response of Foundations/Soil-Structure Interaction 2 Units

Dynamic response of foundations, design of foundations to resist seismic loading, influence of liquefaction on deep foundations, soil-structure interaction.

CIV ENG W224J Performance-Based Earthquake Engineering 2 Units

Fundamentals and evolution of Performance-Based Earthquake Engineering (PBEE). Probalilistic framework of PBEE. PBEE components: ground motion intensity measures, engineering demand parameters, damage measure, and decision variable. Multidisciplinary aspects of PBEE. Case studies of applications of PBEE.

CIV ENG 225 Dynamics of Structures 3 Units

Evaluation of deformations and forces in structures, idealized as single-degree of freedom or discrete-parameter multi-degree of freedom systems, due to dynamic forces. Evaluation of earthquake-induced deformations and forces in structures by linear response history analysis; estimation of maximum response by response spectrum analysis; effects of inelastic behavior. Laboratory demonstrations.

CIV ENG 226 Stochastic Structural Dynamics 3 Units

Introduction to the theory of probability and random processes. Correlation and power spectral density functions. Stochastic dynamic analysis of single- and multi-degree-of-freedom structures subjected to stationary and non-stationary random excitations. Time- and frequency-domain analyses; modal cross-correlations. Response to multi-support excitations. Level crossings, envelope process, first-excursion probability, and distributions of peaks and extremes. Introduction to nonlinear stochastic dynamic analysis. Applications in earthquake, wind, and ocean engineering.

CIV ENG 227 Earthquake-Resistant Design 3 Units

Design of structures to resist earthquakes and other dynamic excitations. Characterization of earthquakes for design. Development of design criteria for elastic and inelastic structural response. Seismic performance of various structural systems. Prediction of nonlinear seismic behavior. Basis for code design procedures. Preliminary design of steel and reinforced concrete structures. Evaluation of earthquake vulnerability of existing structures and rehabilitation of seismic deficiencies.

CIV ENG 228 Advanced Earthquake Analysis 3 Units

Advanced topics in time-domain dynamic analysis of structures. Frequency-domain analysis of dynamic response; discrete Fourier transform methods. Earthquake analysis of structures including structural-foundation-soil interaction, and of structures interacting with fluids.

CIV ENG 229 Structural System Reliability 3 Units

Review of probability theory. Multivariate distribution models. Review of classical methods for characterization of systems and assessment of system reliability. Formulation of structural reliability for components and systems. Exact solutions for special cases. Computational reliability methods, including first- and second-order reliability methods (FORM and SORM), response surface, Monte Carlo simulation, and importance sampling. Bounds on system reliability. Reliability sensitivity and importance measures. Bayesian updating and reliability analysis under statistical and model uncertainties. Introductions to reliability-based optimal design, time- and space-variant reliability analysis, and finite-element reliability methods.

CIV ENG C231 Mechanics of Solids 3 Units

Mechanical response of materials: Simple tension in elastic, plastic and viscoelastic members. Continuum mechanics: The stress and strain tensors, equilibrium, compatibility. Three-dimensional elastic, plastic and viscoelastic problems. Thermal, transformation, and dealloying stresses. Applications: Plane problems, stress concentrations at defects, metal forming problems.

CIV ENG 232 Structural Mechanics 3 Units

The goal of this course is to study the theories of structural mechanics within the framework of nonlinear continuum mechanics of solids. Finite elasticity; invariance. Energy principles: principles of virtual and complementary virtual work; primary and mixed variational principles. Theory of stability: Euler method; stability under follower loads. Classical theories of beams: planar, torsional, and lateral buckling. Plate theories. Invariant theories of structural mechanics: directed continua; Cosserat theories of rods.

CIV ENG 233 Computational Mechanics 3 Units

Computational methods for solution of problems in structural mechanics. Finite-element methods for displacement and mixed variational solutions of problems in elasticity and inelasticity. Treatment of constraints arising from near incompressibility in solids, transverse shear effects in beams, plates, and shells, and/or contact between structures. Programming methods for finite-element implementations.

CIV ENG 234 Computational Inelasticity 3 Units

Computational methods applied to inelastic deformations of solids; 1, 2, and 3-D large and small-deformation continuum plasticity and viscoelasticity models and their algorithmic approximations; viscoplastic regularizations and softening; thermodynamics and its relationship to algorithmic stability; return mappings, closest-point projections and operator splits; application to metals, soils, concrete, and polymers and incorporation into finite element codes.

CIV ENG C235 Statistical Mechanics of Elasticity 3 Units

Introduction to statistical mechanics for engineers interested in the constitutive behavior of matter with a particular interest in continua. Systems of interest will be polymers and crystalline solids. Coverage includes introduction to statistical mechanics, ensembles, phase spaces, partitions functions, free energy, polymer chain statistics, polymer networks, harmonic and quasi-harmonic crystalline solids, limitations of classical methods and quantum mechanical influences.

CIV ENG C236 Micromechanics 3 Units

Basic theories, analytical techniques, and mathematical foundations of micromechanics. It includes 1. physical micromechanics, such as mathematical theory of dislocation, and cohesive fracture models; 2. micro-elasticity that includes Eshelby's eigenstrain theory, comparison variational principles, and micro-crack/micro-cavity based damage theory; 3. theoretical composite material that includes the main methodologies in evaluating overall material properties; 4. meso-plasticity that includes meso-damage theory, and the crystal plasticity; 5. homogenization theory for materials with periodic structures.

CIV ENG C237 Computational Nano-mechanics 3 Units

Basic mathematics foundations, physical models, computational formulations and algorithms that are used in nanoscale simulations and modelings. They include (1) cohesive finite element methods and discontinuous Galerkin methods; (2) meshfree methods, partition of unity methods, and the eXtended finite element methods (X-FEM); (3) quasicontinuum method; (4) molecular dynamics; (5) multiscale simulations; (6) Boltzmann method.

CIV ENG 240 Civil Engineering Materials 3 Units

Microstructures of concrete, wood, and steel. Differences and similarities in response to loading and environmental effects on these materials, with emphasis on strength, elastic properties, creep, shrinkage, thermal stresses, and failure mechanisms.

CIV ENG 241 Concrete Technology 3 Units

Properties of fresh and hardened concrete; strength, elastic behavior, creep, shrinkage, and durability to chemical and physical attacks. New concrete-making materials. Recent advancements in concrete technology: high-strength, high-workability, and high-performance concrete; fiber-reinforced concrete, and roller-compacted concrete.

CIV ENG 244 Reinforced Concrete Structures 3 Units

Analysis and design of reinforced concrete elements and systems that are common in building and bridge structures, with an emphasis on seismic response and design; structural design methods; reinforced concrete materials; confined concrete; line elements under axial, flexural, and shear loadings; bond, anchorage, and development; seismic design principles; earthquake-resistant building frames, walls, diaphragms, and foundations; earthquake-resistant bridges.

CIV ENG 245 Behavior of Reinforced Concrete 3 Units

Advanced topics in reinforced concrete construction, including inelastic flexural behavior; applications of plastic analysis to reinforced concrete frames; behavior in shear and torsion; yield-line analysis of slabs; behavior under cyclic and reversed loading; seismic rehabilitation.

CIV ENG 246 Prestressed Concrete Structures 3 Units

Behavior and design of statically determinate prestressed concrete structures under bending moment, shear, torsion and axial load effects. Design of continous prestressed concrete beams, frames, slabs, and shells. Time-dependent effects and deflections of prestressed concrete structures. Applications to the design and construction of bridges and buildings.

CIV ENG 247 Design of Steel and Composite Structures 3 Units

Behavior and design of steel plate girders and shear walls. Design of bracings for stability. Design of members subjected to torsion. Design of composite beams, columns, and beam-columns. Behavior and design of shear, semi-rigid and moment connections. Concepts used in design of gusset plates and base plates. Selection and design of steel and composite systems.

CIV ENG 248 Behavior and Plastic Design of Steel Structures 3 Units

Topics related to inelastic behavior and plastic design of steel members and structures. Behavior of plastic hinge in members subjected to bending moment, axial force, shear, and their combinations. Collapse mechanisms of steel members and structures such as moment frames and braced systems. Inelastic cyclic behavior of steel components. Introduction to fracture and fatigue of steel components.

CIV ENG 249 Experimental Methods in Structural Engineering 3 Units

This course covers the following topics: similitude laws, design of structural models, instrumentation and measurement techniques; use of computers to acquire data and control tests; pseudo-dynamic testing method; standard proof-testing for capacity assessment; non-destructive testing for condition assessment, and virtual experimentation. Upon completing this course, the students will be able to use experimental methods to investigate the behavior of a structure and to evaluate its condition.

CIV ENG C250N Transportation Policy and Planning 3 Units

Policy issues in urban transportation planning; measuring the performance of transportation systems; the transportation policy formulation process; transportation finance, pricing, and subsidy issues; energy and air quality in transportation; specialized transportation for elderly and disabled people; innovations in transportation policy.

CIV ENG 251 Operation of Transportation Facilities 3 Units

The management of vehicle flows and fleets. Traffic stream properties and their measurement. Theories of traffic flow. Capacity analysis and queueing. Flow control and fleet scheduling.

CIV ENG 252 Systems Analysis in Transportation 3 Units

The systems approach and its application to transportation planning and engineering. Prediction of flows and level of service. Production functions and cost minimization. Utility theory and demand modeling. Transportation network analysis and equilibrium assignment. Decision analysis and evaluation of transportation projects.

CIV ENG 253 Intelligent Transportation Systems 3 Units

The use of advanced surveillance, navigation, communication, and computer technology to monitor, analyze, and improve the performance of transportation systems. Enabling technologies. Application to monitoring, analysis, evaluation, and prediction of transportation system performance and behavior. Intervention strategies. Feasibility studies. Human factors and institutional issues. Case studies. In the laboratory, students carry out a term project under the supervision of an ITS researcher.

CIV ENG 254 Transportation Economics 3 Units

Application of micro- and macro-economic concepts to transportation systems. Urban and interregional travel demand analysis. Freight demand. Project and program evaluation. Social welfare theory. Analysis of social cost. Investment analysis and pricing theory. Economic impact analysis. Role of economic analysis in decision making.

CIV ENG 255 Highway Traffic Operations 3 Units

Operational planning and management of the highway transportation system. The highway system is presented as a set of operating environments with each having its unique analytical framework. Major topics to be covered include policy and institutional issues, selection of strategies and tactics, evaluation of objectives and measures of effectiveness.

CIV ENG 256 Transportation Sustainability 3 Units

This multi-disciplinary course is intended to introduce students to the fundamentals of sustainable transportation, with an emphasis on: 1) current trends, climate and energy science, and the policy context; 2) methodological and analysis techniques; 3) vehicle technology, fuels, and intelligent transportation systems (ITS) solutions (supply side); and 4) land use, public transportation, and demand management.

CIV ENG 258 Logistics 3 Units

Vehicle routing. Transportation-inventory-production interrelationships, physical distribution networks, many-to-many networks (airlines, postal, etc.), the role of transshipments and terminals in logistic systems for the transportation of goods and passengers, public and private transportation system design. Relevant methodologies.

CIV ENG C258 Supply Chain and Logistics Management 3 Units

Supply chain analysis is the study of quantitative models that characterize various economic trade-offs in the supply chain. The field has made significant strides on both theoretical and practical fronts. On the theoretical front, supply chain analysis inspires new research ventures that blend operations research, game theory, and microeconomics. These ventures result in an unprecedented amalgamation of prescriptive, descriptive, and predictive models characteristic of each subfield. On the practical front, supply chain analysis offers solid foundations for strategic positioning, policy setting, and decision making.

CIV ENG 259 Public Transportation Systems 3 Units

Analysis of mass transit systems, their operation, and management. Technology of transit vehicles and structures. Public policy and financing.

CIV ENG 260 Air Transportation 3 Units

Nature of civil aviation; structure of the airline industry; aircraft characteristics and performance; aircraft noise; navigation and air traffic control; airport planning and design; airline operations; aviation system planning.

CIV ENG 261 Infrastructure Systems Management 3 Units

Integrated treatment of quantitative and analytical methods for the management of infrastructure facilities over their life. The focus of the course is on statistical modeling and numerical optimization methods and their application to managing systems of civil infrastructure, with an emphasis on transportation facilities.

CIV ENG 262 Analysis of Transportation Data 3 Units

Probabilistic models in transportation. The use of field data. Data gathering techniques, sources of errors, considerations of sample size. Experiment design for demand forecasting and transportation operations analysis. Analysis techniques.

CIV ENG 263 Operations of Transportation Terminals 3 Units

Characteristics of terminals on a mode by mode basis (sea ports, railyards, airports, parking lots, etc.). Methodologies used to study terminal operations and the management of congestion. (Chronographs, input-output diagrams, pricing, simulation). Studies illustrating the use of the methodologies for different modes.

CIV ENG 263N Scalable Spatial Analytics 3 Units

Introduction to modern methods of data analysis, spatial data handling and visualization technologies for engineers and data scientists. Theoretical coverage includes a selection of methods from spatial statistics, exploratory data analysis, spatial data mining, discriminative and generative approaches of machine learning. Projects and assignment tasks are targeted at real-world scalable implementation of systems and services based on data analytics in environmental remote sensing, transportation, energy, location-based services and the domain of “smart cities” in general

CIV ENG 264 Behavioral Modeling for Engineering, Planning, and Policy Analysis 3 Units

Many aspects of engineering, planning, and policy involve a human element, be it consumers, businesses, governments, or other organizations. Effective design and management requires understanding this human response. This course focuses on behavioral theories and the use of quantitative methods to analyze human response. A mix of theory and practical tools are covered, with applications drawn from infrastructure investment and use, urban growth and design, health, and sustainability.

CIV ENG C265 Traffic Safety and Injury Control 3 Units

This course applies principles of engineering, behavioral science, and vision science to preventing traffic collisions and subsequent injury. A systematic approach to traffic safety will be presented in the course, and will include (1) human behavior, vehicle design, and roadway design as interacting approaches to preventing traffic crashes and (2) vehicle and roadway designs as approaches to preventing injury once a collision has occured. Implications of intelligent transportation system concepts for traffic safety will be discussed throughout the course.

CIV ENG 268A Lean Construction Concepts and Methods 3 Units

Inspired by the "lean" resolution in manufacturing, production management concepts and methods are woven into a lean project delivery system. Key concepts include flow, value, variability, and waste. Key methods include proecution system design, target costing, value stream mapping, and work flow control. Student teams apply concepts and methods in field studies of real project management processes and construction operations. The course includes a tour of the NUMMI Auto Plant in Fremont.

CIV ENG 268B Lean Construction and Supply Chain Management 3 Units

Principles and practices of "lean" production are applied to project delivery in the AEC industry. Case studies illustrate the concepts. Project delivery is viewed holistically with a focus on work structuring and supply chain management. Topics include systems dynamics, uncertainty, and variation; materials management; logistics; e-commerce; building information modeling (BIM); and integrated product and process design. Students use process simulation to assess performance of different system configurations and develop a case study applying concepts on a real project.

CIV ENG 268D Law for Engineers 3 Units

Engineering involves many parties with diverse interests. Legal principles form the framework for their interaction. Contracts for engineering services establish both risk allocation and reciprocal liabilities. Issues of contract formation, performance, breach, and remedy are covered in detail. Standard of care and professional negligence are emphasized during the discussion of tort law. Other topics include regulation, legal relationships, litigation, and alternative dispute resolution.

CIV ENG 268E Civil Systems and the Environment 3 Units

Methods and tools for economic and environmental analysis of civil engineering systems. Focus on construction, transportation, and operation, and maintenance of the built infrastructure. Life-cycle planning, design, costing, financing, and environmental assessment. Industrial ecology, design for environment, pollution prevention, external costs. Models and software tools for life-cycle economic and environmental inventory, impact, and improvement analysis of civil engineering systems.

CIV ENG 268H Advanced Project Planning and Control 3 Units

Cost and time estimating and controlling techniques for projects. Evaluation of labor, material, equipment, and subcontract resources, scheduling techniques, earned value concepts. Measuring project percent complete. Contractual risk allocation. Project investment analysis techniques.

CIV ENG 268I Business Fundamentals for Engineers 3 Units

This course will provide a broad survey of management practices critical to starting and managing a business in the engineering and construction industries. Topics that are covered include the entrepreneurial process; organizing and staffing; establishing and applying production control systems; means of protecting products and services from competitive threat; and financial management.

CIV ENG 268K Human and Organizational Factors: Quality and Reliability of Engineered Systems 3 Units

This course addresses human and organizational factors in development of desirable quality and reliabiltiy in engineered systems during their life-cyles (concept development through decommissioning). Applications tested and verified proactive, reactive, and interactive approaches are developed and illustrated.

CIV ENG 270 Advanced Geomechanics 3 Units

Advanced treatment of topics in soil mechanics, including state of stress, consolidation and settlement analysis, shear strength of cohesionless and cohesive soils, and slope stability analysis.

CIV ENG 271 Sensors and Signal Interpretation 3 Units

An introduction to the fundamentals of sensor usage and signal processing, and their application to civil systems. In particular, the course focuses on how basic classes of sensors work, and how to go about choosing the best of the new MEMS-based devices for an application. The interpretation of the data focuses on analysis of transient signals, an area typically ignored in traditional signal processing courses. Goals include development of a critical understanding of the assumptions used in common sensing and analysis methods and their implications, strengths, and limitations.

CIV ENG 272 Numerical Modelling in Geomechanics 3 Units

Constitutive laws for geotechnical materials including inelastic hyperbolic and elasto-plastic Cam-clay; soil behavior and critical-state soil mechanics; application of the finite element method to static analysis of earth structures; the Discontinuous Deformation Analysis method.

CIV ENG 273 Advanced GeoEngineering Testing and Design 3 Units

Field and laboratory testing of soils to support analysis and design of earth structures. In situ field testing, including SPT, CPT, and vane shear, undisturbed sampling of soil, and laboratory testing of soil, including advanced equipment, instrumentation, data acquisition, and measurement techniques. Consolidation and static and cyclic triaxial and simple shear testing under stress- and strain-control with pore pressure measurements. Preparation of an engineering report.

CIV ENG 275 Geotechnical Earthquake Engineering 3 Units

Seismicity, influence of soil conditions on site response, seismic site response analysis, evaluation and modelling of dynamic soil properties, analysis of seismic soil-structure interaction, evaluation and mitigation of soil liquefaction and its consequences, seismic code provisions and practice, seismic earth pressures, seismic slope stability and deformation analysis, seismic safety of dams and embankments, seismic performance of pile foundations, and additional current topics.

CIV ENG C276 Seismic Hazard Analysis and Design Ground Motions 3 Units

Deterministic and probabilistic approaches for seismic hazard analysis. Separation of uncertainty into aleatory variability and epistemic uncertainty. Discussion of seismic source and ground motion characterization and hazard computation. Development of time histories for dynamic analyses of structures and seismic risk computation, including selection of ground motion parameters for estimating structural response, development of fragility curves, and methods for risk calculations.

CIV ENG 277 Advanced Foundation Engineering 3 Units

Advanced treatment of topics in foundation engineering, including earth pressure theories, design of earth retaining structures, bearing capacity, ground improvement for foundation support, analysis and design of shallow and deep foundations.

CIV ENG 281 Engineering Geology 3 Units

Influence of geologic origin and history on the engineering characteristics of soils and rocks. Application of geology in exploration, design, and construction of engineering works.

CIV ENG 285C Seismic Methods in Applied Geophysics 3 Units

This course gives an overview of seismic methods used to image the subsurface. Acquisition, processing, and interpretation of seismic data are discussed, with application to petroleum production, environmental site characterization, earthquake engineering, and groundwater.

CIV ENG 286 Digital Data Processing 3 Units

Considerations for digital signal processing and data analysis. Fourier Transforms, convolution and correlation. Discrete linear systems, Z tranforms. Digital processing of seismic reflection data, deconvolution and migration. Introduction to 3-D seismic data.

CIV ENG C289 Embedded System Design: Modeling, Analysis, and Synthesis 4 Units

Principles of embedded system design. Focus on design methodologies and foundations. Platform-based design and communication-based design and their relationship with design time, re-use, and performance. Models of computation and their use in design capture, manipulation, verification, and synthesis. Mapping into architecture and systems platforms. Performance estimation. Scheduling and real-time requirements. Synchronous languages and time-triggered protocols to simplify the design process.

CIV ENG 290 Advanced Special Topics in Civil and Environmental Engineering 1 - 3 Units

This course covers current topics of interest in civil and environmental engineering. The course content may vary from semester to semester depending upon instructor.

CIV ENG 290F Advanced Topics in Seismology 3 Units

Active areas of research in applied seismology. Subjects include: anisotropic and viscoelastic wave propagation, borehole seismology, crosswell seismology, including crosswell seismic tomography, vertical seismic profiling, reservoir monitoring including passive seismic methods.

CIV ENG 290I Civil Systems: Control and Information Management 3 Units

Mathematical methods and information technologies for controlling CEE systems. Emphasizes designing component organizations that interact with the world in real-time to control a large system. Methods applied to transportation operations, supply chains, and structures. Management of design complexity by hierarchical specification, systematic use of simulation and verification tools, semantics, polymorphism,information management services, and compilation from high-level design languages.

CIV ENG 290J Advanced Topics in Geotechnical Engineering 3 Units

Advanced treatment of developing areas of geomechanics and geotechnical earthquake engineering, including the development of generalized nonlinear soil constitutive models, new developments in soil dynamics and geotechnical earthquake engineering, soil improvement, geosynthetics and earth structures, and case studies of geotechnical problems.

CIV ENG 290T Advanced Topics in Transportation Theory 1 Unit

Selected topics in the mathematical analysis of transportation systems. Topics will vary from year to year.

CIV ENG C290U Transportation and Land Use Planning 3 Units

Examination of the interactions between transportation and land use systems; historical perspectives on transportation; characteristics of travel and demand estimation; evaluation of system performance; location theory; models of transportation and urban structure; empirical evidence of transportation-land use impacts; case study examinations.

CIV ENG 291G Advanced Estimation, Control, and Optimization of Partial Differential Equations 3 Units

This course will cover advanced methods in estimation, control, and optimization of distributed parameter systems (partial differential equations in particular). The course builds on 291 and covers discrete methods relying on finite differencing such as quadratic programming for optimal control and variational data assimilation, (ensemble, extended) Kalman filtering. The course covers distributed transfer function analysis and frequency responses of PDEs, and characteristics-based stability analysis.

CIV ENG C291F Control and Optimization of Distributed Parameters Systems 3 Units

Distributed systems and PDE models of physical phenomena (propagation of waves, network traffic, water distribution, fluid mechanics, electromagnetism, blood vessels, beams, road pavement, structures, etc.). Fundamental solution methods for PDEs: separation of variables, self-similar solutions, characteristics, numerical methods, spectral methods. Stability analysis. Adjoint-based optimization. Lyapunov stabilization. Differential flatness. Viability control. Hamilton-Jacobi-based control.

CIV ENG 292A Technologies for Sustainable Societies 1 Unit

Exploration of selected important technologies that serve major societal needs, such as shelter, water, food, energy, and transportation, and waste management. How specific technologies or technological systems do or do not contribute to a move toward sustainability. Specific topics vary from year to year according to student and faculty interests.

CIV ENG 295 Energy Systems and Control 3 Units

Introduction to energy system management and the underlying control system tools. Applications of interest include batteries, electric vehicles, renewable energy, power systems, and smart buildings/homes. Technical tools include system modeling, state-space representations, stability, parameter identification, state observers, feedback control, and optimization

CIV ENG 297 Field Studies in Civil and Environmental Engineering 1 - 12 Units

Supervised experience in off-campus companies relevant to specific aspects and applications of civil and environmental engineering. Written report required at the end of the semester. Course does not satisfy unit or residence requirements for a master's or doctoral degree.

CIV ENG 298 Group Studies, Seminars, or Group Research 1 - 6 Units

Advanced studies in various subjects through special seminars on annually selected topics, informal group studies of special problems, group participation in comprehensive design problems, or group research on complete problems for analysis and experimentation.

CIV ENG 299 Individual Research 1 - 12 Units

Research or investigation in selected advanced subjects.

CIV ENG 301 Workshop for Future Civil and Environmental Engineering Teachers 1 - 3 Units

The course will include supervised teaching of laboratory sections of civil engineering courses, group analysis of videotapes, reciprocal classroom visitations, and an individual project.

CIV ENG 601 Individual Study for Master's Students 1 - 6 Units

Individual study for the comprehensive or language requirements in consultation with the major field adviser. Units may not be used to meet either unit or residence requirements.

CIV ENG 602 Individual Study for Doctoral Students 1 - 6 Units

Individual study in consultation with the major field adviser, intended to provide an opportunity for qualified students to prepare for the various examinations required of candidates for doctoral degrees. May not be used for unit or residence requirements.

Faculty

Professors

Lisa Alvarez-Cohen, Professor. Environmental microbiology, biodegradation of environmental contaminants, microbial carbon cycling, molecular tools for microbial ecology, metagenomics, biological hazardous waste treatment, bioremediation of groundwater pollutants such as PCE, TCE, DCE, VC, TCA, DCA, MTBE, BTEX, PBDEs, NDMA, Dioxane, PFOS, PFOA, fire-fighting foams.
Research Profile

Francisco Armero, Professor. Computational mechanics, nonlinear continuum mechanics.
Research Profile

Abolhassan Astaneh-Asl, Professor. Composite structures, bridges, Steel structures, seismic design, blast protection, connections in steel structures, progressive collapse.
Research Profile

Jonathan D. Bray, Professor. Earthquake engineering, geotechnical engineering, physical and numerical modeling, environmental geotechnics.
Research Profile

Anil K. Chopra, Professor. Earthquake engineering, structural dynamics.
Research Profile

Armen Der Kiureghian, Professor. Risk analysis, earthquake engineering, structural reliability, random vibrations.
Research Profile

Filip C. Filippou, Professor. Nonlinear analysis of structures, finite element analysis, seismic response simulation, seismic evaluation of structures by computer analysis.
Research Profile

Ashok J Gadgil, PhD, Professor. Fuel-efficient stoves, indoor air quality, energy efficiency, developing countries, drinking water, buildings energy efficiency.
Research Profile

Steven Glaser, Professor. Wireless sensor networks, ecological monitoring, rock mechanics, geophysics, nano-seismology.
Research Profile

Sanjay Govindjee, Professor. Finite element analysis, Theoretical and computational solid mechanics, constitutive theory, micromechanics, polymer mechanics, elastomer modeling, thermomechanics.
Research Profile

Klaus Christian Hackl, Professor.

Mark Hansen, Professor. Transportation economics, policy and planning, air transportation, public transportation.
Research Profile

Robert A. Harley, Professor. Air pollution, atmospheric chemistry, motor vehicle emissions, ozone, sustainable transportation, air quality, emission inventory, photochemical air quality modeling, gasoline, diesel.
Research Profile

Slawomir W. Hermanowicz, Professor. Water quality management, biofilms, membrane processes, water reuse, biological processes for water quality, physical sustainability.
Research Profile

Arpad Horvath, PhD, Professor. Transportation, water, construction, sustainability, biofuels, energy, environmental management, life cycle assessment, LCA, infrastructure systems, green design.
Research Profile

C. William Ibbs, Professor. Strategic trends, strategic planning, construction industry, project control, management systems, construction disputes, management of engineering and contruction projects, labor productivity, construction accounting and project finance.
Research Profile

Shaofan Li, Professor. Structural mechanics, computational mechanics and computational physics, finite element methods and meshfree particle methods, atomistic simulation and multiscale simulations, soft matter mechanics, theoretical mechanics and applied mathematics, wave propagations, modeling and simulation of material failure, computational statistical nano-mechanics, bio-mechanics and bio-physics, bio-molecular and cellular mechanics, micromechanics & composite materials.
Research Profile

Samer Madanat, Professor. Transportation systems analysis, transportation infrastructure management, transportation sustainability.
Research Profile

Stephen A. Mahin, Professor. Earthquake engineering, behavior of structures.
Research Profile

Jack P. Moehle, PhD, Professor. Earthquake engineering, structural engineering, reinforced concrete, performance-based earthquake engineering, high-rise buildings, lifeline systems, rehabilitation (retrofitting), laboratory testing.
Research Profile

Paulo J.M. Monteiro, Professor. Concrete behavior, structural materials.
Research Profile

Khalid Mosalam, Professor. Earthquake engineering, concrete and masonry structures, fracture mechanics, damage mechanics.
Research Profile

William W. Nazaroff, Professor. Indoor air quality, pollutant-surface interactions, transport/mixing phenomena, aerosols, semivolatile organic compounds, bioaerosol dynamics, environmental tobacco smoke, source characterization, control techniques, exposure analysis.
Research Profile

Kara L Nelson, PhD, Professor. Natural systems for water, wastewater treatment, detection and inactivation of pathogens in water and sludge, appropriate technologies.
Research Profile

Claudia P Ostertag, Professor. Fiber reinforced concrete, mechanical behavior, toughening mechanisms.
Research Profile

Juan M. Pestana, Professor. Geotechnical engineering, environmental geotechnics, constitutive modeling of soil behavior, soil properties, numerical modeling of soil-structure interaction, geotechnical earthquake engineering.
Research Profile

James W. Rector, Professor. Exploration geophysics, applied seismology.
Research Profile

Yoram N. Rubin, Professor. Risk assessment, hydrogeology, contaminant transport, geostatistics.
Research Profile

David L Sedlak, Professor. Fate and transport of and transformation of chemicals in the aquatic environment, water reuse and water recycling, urban water infrastructure, engineered treatment wetlands.
Research Profile

Raymond B. Seed, Professor. Geotechnical earthquake engineering, soil/structure interaction, slope stability, performance of dams, waste fills.
Research Profile

Raja Sengupta, PhD, Professor. Transportation, wireless communications, inertial navigation for vehicle systems.
Research Profile

Nicholas Sitar, Professor. Geotechnical earthquake engineering, wireless sensors, seismic slope stability, seismic earth pressure, rock erosion, groundwater remediation.
Research Profile

Mark T Stacey, Professor. Environmental fluid mechanics, transport and mixing in stratified flows, dynamics of estuaries, lakes and the coastal ocean, interdisciplinary applications of environmental fluid mechanics.
Research Profile

Iris D. Tommelein, Professor. Lean construction, design management, sustainability, supply-chain management, lean production, life-cycle engineering, civil infrastructure systems, adative leadership, megaproject delivery, construction process engineering, integrated project delivery IPD, building information modeling BIM, virtual design and construction VDC.
Research Profile

Associate Professors

Alexandre M. Bayen, Associate Professor. Transportation, modelling and control of distributed parameters systems, large scale infrastructure systems, water distribution.
Research Profile

Fotini Katopodes Chow, Associate Professor. Environmental fluid mechanics, large-eddy simulation, turbulence modeling, atmospheric boundary layer flow, flow over complex terrain, urban dispersion modeling, coupled land-atmosphere modeling, wind energy applications.
Research Profile

Joan L Walker, PhD, Associate Professor.

Assistant Professors

Scott J. Moura, Assistant Professor.

Marios Agathoklis Panagiotou, Assistant Professor. Earthquake engineering, structural behavior, Earthquake Resistant and Resilient Structures.
Research Profile

Alexey Pozdnukhov, PhD, Assistant Professor.

Sally E Thompson, Assistant Professor. Nonlinear dynamics, spatial ecology, Ecohydrology, surface hydrology, arid and semi-arid watersheds and ecosystems, pattern formation, plant physiology, water resource sustainability.
Research Profile

Evan Abraham Variano, PhD, Assistant Professor.

Adjunct Faculty

Norman A Abrahamson, Adjunct Faculty. Civil and environmental engineering, earthquake ground motions, spectral attenuation relations.
Research Profile

Roger Bales, Adjunct Faculty.

Thomas W. Kirchstetter, Adjunct Faculty.

Michael F. Riemer, PhD, Adjunct Faculty. Static evaluation, dynamic evaluation of soil properties, constitutive behavior of sands, liquefaction of unusual soils.
Research Profile

Henry Tirri, Adjunct Faculty.

Contact Information

Civil and Environmental Engineering

760 Davis Hall

Phone: 50-642-3261

Fax: 510-643-5264

aao@ce.berkeley.edu

Visit Department Website

Civil and Environmental Engineering

Academic Affairs Office

750 Davis Hall

Phone: 510-643-6640

Fax: 510-643-5264

aao@ce.berkeley.edu

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