"scientific computing" Papers

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A Differential and Pointwise Control Approach to Reinforcement Learning

Minh Nguyen, Chandrajit Bajaj

NEURIPS 2025arXiv:2404.15617
1
citations

Semialgebraic Neural Networks: From roots to representations

S David Mis, Matti Lassas, Maarten V de Hoop

ICLR 2025arXiv:2501.01564

SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era.

Elizaveta Semenova, Siobhan Mackenzie Hall, Timothy James Hitge et al.

NEURIPS 2025arXiv:2502.06753

$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax

Philipp Holl, Nils Thuerey

ICML 2024