Study Finds Physics Foundation Models Can 'Forget' During Sim-to-Real Adaptation
A new arXiv paper examines how scientific foundation models for PDEs lose performance when adapting from simulation to real-world data, a phenomenon the authors describe as forgetting under sim-to-real adaptation.
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- 2026-11-02 05:00 · arXiv cs.LG
Frozen in Time: How a Physics Foundation Model Forgets Under Sim-to-Real Adaptation