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#physics-ml News & Analysis

1 article tagged with #physics-ml. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

1 articles
AINeutralarXiv – CS AI · 7h ago6/10
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Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence

Researchers successfully deployed a physics foundation model trained on simulations to predict laboratory turbulence behavior, achieving zero-shot generalization to experimental data without direct exposure to lab conditions. The model resolved a decades-old discrepancy between simulated and experimental Rayleigh-Taylor instability measurements, suggesting initial conditions—not fundamental physics—explain the sim-experiment gap.