| Jul 06, 2026 | transformers for inverse problems on PDEs, Part 6: How Attention Learns a Preconditioner |
| Jun 23, 2026 | transformers for inverse problems on PDEs, Part 5: Separating Encoder, Decoder, and Generalization Error |
| Jun 10, 2026 | transformers for inverse problems on PDEs, Part 4: What Can Be Proved About the Solver? |
| May 27, 2026 | transformers for inverse problems on PDEs, Part 3: Turning PDE Solutions Into Transformer Tokens |
| May 14, 2026 | transformers for inverse problems on PDEs, Part 2: Inferring Unknown PDE Coefficients From Examples |
| May 01, 2026 | transformers for inverse problems on PDEs, Part 1: Solving Many PDE Inputs With One Learned Decoder |