# Center for Scientific Machine Learning **Entity class:** Oden Institute research center ## Definition The **Center for Scientific Machine Learning** develops methods combining physics-based modeling, machine learning, optimization, inverse theory, Bayesian inference, model reduction, data assimilation, reinforcement learning, and high-performance computing. ## Relationships - **part of:** [[wiki/Oden Institute|Oden Institute]]. - **co-directed by:** [[wiki/Tan Bui-Thanh|Tan Bui-Thanh]]. - **methods:** [[wiki/Scientific Machine Learning|Scientific Machine Learning]], [[wiki/Inverse Problem|Inverse Problem]], [[wiki/Reduced-Order Modeling|Reduced-Order Modeling]], and [[wiki/Data Assimilation|Data Assimilation]]. - **institutional model:** [[wiki/Predictive Computational Methods Foundry|Predictive Computational Methods Foundry]]. ## Sources / Provenance - [Oden Institute — Center for Scientific Machine Learning](https://www.oden.utexas.edu/research/centers-and-groups/center-for-scientific-machine-learning/) - [Oden Institute — Tan Bui-Thanh](https://oden.utexas.edu/people/directory/Tan-Bui/)