Leonardo Ferreira Guilhoto

Learning Operators with Coupled Attention pdf

George J. Pappas, Paris Perdikaris, Victor M. Preciado, 2022, J. Mach. Learn. Res..

On the impact of larger batch size in the training of Physics Informed Neural Networks

Leonardo Ferreira Guilhoto, P. Perdikaris, Hanwen Wang, 2022 .

An Overview Of Artificial Neural Networks for Mathematicians

Leonardo Ferreira Guilhoto, 2018 .

Numerically Solving The Dirichlet Problem Using Stochastic Calculus

Leonardo Ferreira Guilhoto, 2019 .

Composite Bayesian Optimization In Function Spaces Using NEON -- Neural Epistemic Operator Networks

Leonardo Ferreira Guilhoto, P. Perdikaris, 2024, 2404.03099.

On the impact of larger batch size in the training of Physics Informed Neural Networks

Leonardo Ferreira Guilhoto, M. Smelyanskiy, P. Perdikaris, 2022 .