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Published at November 27

Diffeomorphic Latent Neural Operator Learning for Data-Efficient Predictions of Solutions to Partial Differential Equations

cs.LG

Released Date: November 27, 2024

Authors: Zan Ahmad¹, Shiyi Chen², Minglang Yin², Avisha Kumar³, Nicolas Charon⁴, Natalia Trayanova², Mauro Maggioni¹

Aff.: ¹Johns Hopkins University, Department of Applied Mathematics and Statistics; ²Johns Hopkins University, Department of Biomedical Engineering; ³Johns Hopkins University, Department of Electrical and Computer Engineering; ⁴University of Houston, Department of Mathematics

Arxiv: http://arxiv.org/abs/2411.18014v1