George Brown College

output

20222025

most citedTackling the Curse of Dimensionality with Physics-Informed Neural Networks

166 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

A. P. Mahtessian1 · h 4
Daniel Hoyer1 · h 2
G. Karapetian1 · h 2
G. Karniadakis1 · h 144
Kenji Kawaguchi1 · h 28
K. Shukla1 · h 20
L. A. Mahtessian1 · h 3
L. E. Byzalov1 · h 1
M. A. Hovhannisyan1 · h 3
Tobias Wand1 · h 4
Zheyuan Hu1 · h 10

collaborating institutions

Brown UniversityUS1 paper
Byurakan Astrophysical ObservatoryAM1 paper
Institute for Informatics and Automation ProblemsAM1 paper
National Academy of Sciences of ArmeniaAM1 paper
National University of SingaporeSG1 paper
The Evolution InstituteUS1 paper
University of MünsterDE1 paper

Showing cs.LGShow all

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cs.LG2023★ 166 cited

Tackling the Curse of Dimensionality with Physics-Informed Neural Networks

Zheyuan Hu, Khemraj Shukla, George Em Karniadakis +1

The curse-of-dimensionality taxes computational resources heavily with exponentially increasing computational cost as the dimension increases. This poses great challenges in solvin…