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20092026
most citedDeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators

3.4k citations · 27.2k across the 213 of their papers we have counts for

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physics.bio-ph2026

Quantifying the Biophysical Properties of Red Blood Cells in Gaucher Disease

Zhaojie Chai, Marine de Person, Pierre A. Buffet +2

Gaucher disease (GD), the most common lysosomal storage disorder, alters red blood cell (RBC) mechanics and circulation, contributing to vascular occlusions, bone infarcts, and spl…

math.NA2026

Deep Neural networks for solving high-dimensional parabolic partial differential equations

Wenzhong Zhang, Zheyuan Hu, Wei Cai +1

The numerical solution of high dimensional partial differential equations (PDEs) is severely constrained by the curse of dimensionality (CoD), rendering classical grid--based metho…