Online Course Catalog
AE 498 DDO - Data-Driven Modeling
Fall 2025
| Title | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|
| Data-Driven Modeling | DDO | 65408 | ONL | 1 | - | Jordan Smart |
Course Description
Data-Driven Modeling and Optimization covers advanced topics in the development of probabilistic models for use in analyzing and optimizing aerospace systems. Topics covered include Bayesian inference, Markov decision processes, Monte Carlo methods, adaptive differential evolution, and uncertainty quantification via surrogate modeling and response surface evaluation.
Credit Hours
3 or 4 hours
Prerequisites
AE 498 (Computational Methods for Systems Engineering) or AE 462; SE 413.
Subject Area
- Aerospace Engineering