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。