RLVP post-trains one LLM across eight PDE families with hybrid validity-plus-continuous physics rewards, improving solver accuracy and enabling selective compositional transfer to held-out PDEs.
Chronollm: customizing language models for physics-based simulation code generation.Multibody System Dynamics, Feb 2026
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Reinforcement Learning with Verifiable Physics: Post-training LLMs with Continuous Rewards
RLVP post-trains one LLM across eight PDE families with hybrid validity-plus-continuous physics rewards, improving solver accuracy and enabling selective compositional transfer to held-out PDEs.