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A Neural Network Approach to Learning Steady States and Their Stability of Parametric Dynamical Systems
Presenter
- Xiaochuan Tian
May 15, 2024
IMSI
An interacting particle consensus method for constrained global optimization
Presenter
- Yuhua Zhu
May 10, 2024
ICERM
Analysing the temporal accuracy of a hierarchy of coarse-grained SDE models
Presenter
- Xingjie Li
April 19, 2024
ICERM
Pointwise-in-time a-priori and a-posteriori error control for time-fractional subdiffusion equations
Presenter
- Natalia Kopteva
April 17, 2024
ICERM
A Framework for Generalization Analysis of Machine-Learned Interatomic Potentials: A Case Study on Crystalline Defects
Presenter
- Yangshuai Wang
April 9, 2024
IMSI
Atomic cluster expansion for modeling local and semilocal atomic interactions
Presenter
- Ralf Drautz
April 8, 2024
IMSI
Machine Learning the Exchange And Correlation Functional In DFT
Presenter
- Marivi Fern\u00e1ndez-Serra
March 26, 2024
IMSI
Perspectives and Practice for Scientific Machine Learning in Process Systems: Dynamic Surrogacy and Causal Discovery
Presenter
- Jordan Jalving
March 24, 2024
ICERM