Partial Differential Equation Constraints

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Physics constraints enable neural operators to exceed training data resolution
“If you now give it the model additional information in terms of, let's say, a physical loss, so you could give it partial differential equation constraints, conservation laws, and you can now enforce them at a finer resolution than the data you have, then ther…”
Anima Anandkumar Aug 26, 2026 ▶ 18:34 🔬 Why Transformers Hit a Wall the Moment Physics Shows Up — Anima Anandkumar, Caltech

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