| 8/27/2025 |
Brandon Burkhardt, Kimball Johnston, and Jimmie Adriazola |
Organizational and introductory meeting |
slides |
| 9/3/2025 |
Jimmie Adriazola |
Neural Operator: Learning Maps Between Function Spaces |
notes, code |
| 9/10/2025 |
Kimball Johnston |
A mean-field games laboratory for generative modeling |
notes |
| 9/17/2025 |
Break |
None |
None |
| 9/24/2025 |
Sébastien Motsch |
The $25,000,000,000 Eigenvector: The Linear Algebra behind Google |
code, notes |
| 10/1/2025 |
Brandon Burkhardt |
Computational methods for large-scale inverse problems: a survey on hybrid projection methods |
9x9 deblurring example, 128x128 brute force deblurring example, 128x128 steepest descent deblurring example |
| 10/8/2025 |
Break |
None |
None |
| 10/15/2025 |
Ashley Harrison |
Data-informed model reduction for inference and prediction from non-identifiable models |
notes |
| 10/22/2025 |
Jack Ramina |
Computational optimal transport |
None |
| 10/29/2025 |
Break |
None |
None |
| 11/5/2025 |
Sohyeon Jung |
Reduced Order Modeling with Shallow Recurrent Decoder Networks |
notes |
| 11/12/2025 |
Daniel Tolosa Villarreal |
Persistence paths and signature features in topological data analysis |
notes |
| 11/19/2025 |
Jimmie Adriazola |
Kernel methods are competitive for operator learning |
notes |
| 11/26/2025 |
Break (Thanksgiving) |
None |
None |
| 12/3/2025 |
Kimball Johnston |
A mean-field games laboratory for generative modeling |
notes |