AutoPDEBench: Benchmarking LLM Auto-Research for Neural PDE Solver Design.

arXiv:2609.32245v1 Announce Type: cross Abstract: Partial differential equations (PDEs) are essential for modeling complex physical systems, and neural solvers have recently emerged as powerful data-driven tools for numerically solving them. However, existing