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computational-fluid-dynamics

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Physics-informed surrogates with calibrated error bounds for nonlinear transient conjugate heat transfer. Sole-authored preprint: JAX, seed-replicated ablations, split-conformal safety bound, 104/104 claims machine-audited, reproduces in under two core-hours.

  • Updated Aug 9, 2026
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