杜克大学土木环境工程研究生-系统、风险和决策课程设置

杜克大学土木环境工程研究生-系统、风险和决策课程强调系统方法，使用统计决策理论，并利用大型数据集来评估极端事件及其后果的可能性。课程为学生提供了风险评估、减灾技术分析和弹性系统设计方面的专业培训，同时加深学生在一个或多个工程学科的专业知识。此外，课程还涉及数学建模、优化、风险评估和决策理论，以及更明确的集成方法和实际应用。具体的课程设置如下：

一、数学建模与优化

CEE 627 Linear Systems Theory 

CEE 629 System Identification 

CEE 690 Numerical Optimization

CEE 690 Modeling of Environ., Chem., and Biol. Processes

MATH 551 Applied Partial Differential Equations

MATH 555 Ordinary Differential Equations

MATH 561 Numerical Lin. Algebra, Opt. and Monte Carlo Simul.

二、不确定性量化和统计建模

CEE 644 Inverse Problems in Geosciences and Engineering

CEE 690 Risk and Resilience in Engineering

CEE 690 Uncertainty Quantification

ECE 555 Probability for Electrical and Computer Engineers

STA 502 Bayesian Inference & Decision

STA 561D Probabilistic Machine Learning

BIOL 665 Bayesian Inference for Environmental Models

三、估价、评估和决策

ECON 620 Game Theory with Applications

ENVIRON 520/521 Resource and Environmental Economics

ENVIRON 590 Economic Input-Output Life Cycle Analysis

PUBPOL 607 Cost-Benefit Analysis for Health and Environ. Policy

四、应用领域:水与环境

CEE 560 Environmental Transport Phenomena

CEE 561 Environmental Aquatic Chemistry

CEE 683 Groundwater Hydrology and Contaminant Transport

CEE 686 Ecohydrology

CEE 684 Physical Hydrology and Hydrometeorology

五、应用领域:环境工程

CEE 562 Biological Processes in Environmental Engineering

CEE 563 Fate and Behavior of Organic Contaminants

CEE 564 Physical Chemical Processes in Environ. Engineering

CEE 581 Pollutant Transport Systems

CEE 566 Environmental Microbiology

六、应用领域:材料和结构

CEE 525 Wave Propagation in Elastic and Poroelastic Media

CEE 520 Continuum Mechanics

CEE 530 Finite Element Analysis

CEE 541 Structural Dynamics

七、应用领域:能源系统

ENVIRON 711 Energy and the Environment

ENERGY 630 Transportation and Energy

ENERGY 631 Energy Technology and Impact on the Environment

ENERGY 716 Modeling for Energy Systems 

ENERGY 729 The Water-Energy Nexus

杜克大学土木环境工程研究生-系统、风险和决策课程设置。如果有同学在学习上述课程的过程当中遇到问题，我们随时可以提供解答。有需要的同学记得联系我们哟。