ICML 2024 "scientific machine learning" Papers

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AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws

Ning Liu, Yiming Fan, Xianyi Zeng et al.

ICML 2024spotlightarXiv:2312.11176

Mechanistic Neural Networks for Scientific Machine Learning

Adeel Pervez, Francesco Locatello, Efstratios Gavves

ICML 2024posterarXiv:2402.13077

Position: Optimization in SciML Should Employ the Function Space Geometry

Johannes Müller, Marius Zeinhofer

ICML 2024posterarXiv:2402.07318

Swallowing the Bitter Pill: Simplified Scalable Conformer Generation

Yuyang Wang, Ahmed Elhag, Navdeep Jaitly et al.

ICML 2024posterarXiv:2311.17932