physics.comp-ph · 2026-06-29 · No. 38

Computational Physics, 2026-06-29.

1 new papers in physics.comp-ph. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Mosaic: A Benchmark Suite for Differentiable Physics Solvers

    Andrin Rehmann, Heiko Zimmermann, Dion Häfner

    physics.comp-ph · cs.LG

    Differentiable partial differential equation (PDE) solvers underpin solver-in-the-loop ML training, gradient-based optimal control, and inverse problems, yet the practical cost of obtaining correct, usable gradients from a given solver on a given problem is largely undocumented. Integration effort, computational cost, gradient accuracy, and numerical conditioning vary widely across solvers and are discoverable only by trial and error. We...

    arxiv.org/abs/2606.27895 · PDF

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