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Danyal Rehman
Publication Activity (10 Years)
Years Active: 2023-2023
Publications (10 Years): 4
Top Topics
Numerical Solution
Weakly Supervised
Deep Learning
Differential Equations
Top Venues
CoRR
NeurIPS
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Publications
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Grégoire Mialon
,
Quentin Garrido
,
Hannah Lawrence
,
Danyal Rehman
,
Yann LeCun
,
Bobak T. Kiani
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations.
NeurIPS
(2023)
Danyal Rehman
,
John H. Lienhard
Attention-enhanced neural differential equations for physics-informed deep learning of ion transport.
CoRR
(2023)
Danyal Rehman
,
John H. Lienhard
Physics-constrained neural differential equations for learning multi-ionic transport.
CoRR
(2023)
Grégoire Mialon
,
Quentin Garrido
,
Hannah Lawrence
,
Danyal Rehman
,
Yann LeCun
,
Bobak Toussi Kiani
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations.
CoRR
(2023)