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Citations per year
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Cited by
All
Since 2019
Citations
112
112
h-index
3
3
i10-index
2
2
0
48
24
2019
2020
2021
2022
2023
2024
2
2
7
21
48
32
Public access
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2 articles
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Co-authors
Paris Perdikaris
Associate Professor, University of Pennsylvania || Principal Researcher, MSR AI4Science
Verified email at seas.upenn.edu
Jacob H Seidman
Postdoctoral Researcher, University of Pennsylvania
Verified email at sas.upenn.edu
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Leonardo Ferreira Guilhoto
PhD Student in Applied Math & Computational Science,
University of Pennsylvania
Verified email at sas.upenn.edu
Operator Learning
Scientific Computing
Machine Learning
Applied Math
Articles
Cited by
Public access
Co-authors
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Year
Learning operators with coupled attention
G Kissas, JH Seidman, LF Guilhoto, VM Preciado, GJ Pappas, ...
Journal of Machine Learning Research 23 (215), 1-63
, 2022
88
2022
An overview of artificial neural networks for mathematicians
LF Guilhoto
Univ. Chicago
, 2018
18
2018
On the impact of larger batch size in the training of Physics Informed Neural Networks
S Sankaran, H Wang, LF Guilhoto, P Perdikaris
The Symbiosis of Deep Learning and Differential Equations II
, 2022
3
2022
Applying markov chains to monte carlo integration
LF Guilhoto
The University of Chicago Research Experience for Undergraduates
, 2017
3
2017
Composite Bayesian Optimization In Function Spaces Using NEON--Neural Epistemic Operator Networks
LF Guilhoto, P Perdikaris
arXiv preprint arXiv:2404.03099
, 2024
2024
Numerically Solving The Dirichlet Problem Using Stochastic Calculus
LF Guilhoto
2019
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