1.5k citations
- Massachusetts Institute of TechnologyUS194 papers
- Centre National de la Recherche ScientifiqueFR33 papers
- Harvard UniversityUS29 papers
- University of California, BerkeleyUS24 papers
- California Institute of TechnologyUS22 papers
- Northeastern UniversityUS22 papers
- University of CambridgeGB18 papers
- Cornell UniversityUS17 papers
- Kavli Institute for Particle Astrophysics and CosmologyUS17 papers
- Princeton UniversityUS17 papers
- MIT Computer Science and Artificial Intelligence LaboratoryUS16 papers
- Sorbonne UniversitéFR16 papers
Showing 2021 · cs.LGShow all
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cs.LG2021★ 273 cited
PhyCRNet: Physics-informed Convolutional-Recurrent Network for Solving Spatiotemporal PDEs
Pu Ren, Chengping Rao, Yang Liu +2
Partial differential equations (PDEs) play a fundamental role in modeling and simulating problems across a wide range of disciplines. Recent advances in deep learning have shown th…
cs.LG2021★ 52 cited
Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling
Nathaniel Diamant, Erik Reinertsen, Steven Song +3
Supervised machine learning applications in health care are often limited due to a scarcity of labeled training data. To mitigate this effect of small sample size, we introduce a p…