Module #11 Frequency Domain Analysis Frequency domain analysis, transfer functions, and frequency response
Module #12 Time Domain Analysis Time domain analysis, numerical integration, and time-stepping methods
Module #13 Nonlinear Structural Dynamics Introduction to nonlinear structural dynamics, nonlinear finite elements, and solution methods
Module #14 Radiation Damping Radiation damping, energy dissipation, and damping models
Module #15 Structural Health Monitoring Introduction to structural health monitoring, damage detection, and condition assessment
Module #16 Dynamic Response of Structures Dynamic response of structures under different types of loading
Module #17 Advanced Topics in Computational Structural Dynamics Advanced topics, including multi-body dynamics, parallel computing, and high-performance computing
Module #18 Case Studies and Applications Practical applications of computational methods in structural dynamics, including case studies and examples
Module #19 Verification and Validation Verification and validation of computational models, including error estimation and uncertainty quantification
Module #20 Model Updating and Model Reduction Model updating and model reduction techniques for structural dynamics problems
Module #21 Computational Methods for Nonlinear Systems Computational methods for nonlinear systems, including bifurcation analysis and chaos theory
Module #22 Parallel Computing and High-Performance Computing Parallel computing and high-performance computing for structural dynamics problems
Module #23 Uncertainty Quantification and Sensitivity Analysis Uncertainty quantification and sensitivity analysis for structural dynamics problems
Module #24 Machine Learning and Artificial Intelligence Machine learning and artificial intelligence for structural dynamics problems, including data-driven approaches
Module #25 Multi-Disciplinary Optimization Multi-disciplinary optimization for structural dynamics problems, including topology optimization and shape optimization
Module #26 Advanced Finite Element Methods Advanced finite element methods, including isogeometric analysis and XFEM
Module #27 Computational Methods for Dynamics of Materials Computational methods for dynamics of materials, including multiscale modeling and atomistic simulations
Module #28 Coupled Problems in Structural Dynamics Coupled problems in structural dynamics, including fluid-structure interaction and soil-structure interaction
Module #29 Computational Methods for Stochastic Dynamics Computational methods for stochastic dynamics, including Monte Carlo simulations and polynomial chaos expansions
Module #30 Course Wrap-Up & Conclusion Planning next steps in Computational Methods in Structural Dynamics career
