2024 "scientific machine learning" Papers

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Conference

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)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

A Graph Dynamics Prior for Relational Inference

Liming Pan, Cheng Shi, Ivan Dokmanic

AAAI 2024paperarXiv:2306.06041
4
citations

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