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arxiv: 2606.21841 · 2 revisions

False Summit and Silent Drift: A Failure Taxonomy and Efficiency Analysis of LLM-Assisted Multiphysics Simulation in an Open-Source Framework

1. 2026-08-02 CONDITIONAL MODERATE v1.3.0-alltime-deepseek novelty 5.0
   101962 ms 16706 in 10149 out 2026-08-02T10:34:38.505870+00:00
2. 2026-06-26 UNVERDICTED LOW v0.9.1-grok novelty 6.0
   17669 ms 5812 in 1024 out 2026-06-26T11:17:17.601067+00:00