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#artificial intelligence Preprint Oct 2026

WorldSolver: Can LLM Agents Simulate the Physical Dynamics via Solver Generation?

LLM-based agents are increasingly advancing scientific and engineering problem solving, with physics simulation emerging as a challenging yet practical testbed for reproducing complex physical phenomena with application in embodied AI, games and films. As the workhorse of such simulation, a solver computes how the stat...

Si-Ru Jiang, Yongzhe Lyu, Shuo Lu et al. · 0 citations

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