ADSL-PDE represents neural PDE solver designs as structured DSL programs with a deterministic compiler, and evolves them with LLM agents, reporting large early search improvements.
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Improving Auto-Design of Neural PDE Solvers with a Domain-Specific Language
ADSL-PDE represents neural PDE solver designs as structured DSL programs with a deterministic compiler, and evolves them with LLM agents, reporting large early search improvements.