Talks and presentations

Scientific Machine Learning

slide at CBMS deep learning for numerical PDE pdf

Neural ODE and PDE-Net

Youtube,slide

Statistical analysis

• Machine Learning Solving PDE: slide
• Operator Learning: slide (job talk 2023)

Experiment Design

• Synthetic Design via Sepctral Method: slide

Robust Machine Learning

Implicit Regularization for Algorithm Design: Neural Collapse and Worst Group Generalization

Youtube,Slide, Old Note