Guilhoto, Leonardo Ferreira

3 publications

ICLR 2025 Deep Learning Alternatives of the Kolmogorov Superposition Theorem Leonardo Ferreira Guilhoto, Paris Perdikaris

JMLR 2022 Learning Operators with Coupled Attention Georgios Kissas, Jacob H. Seidman, Leonardo Ferreira Guilhoto, Victor M. Preciado, George J. Pappas, Paris Perdikaris

NeurIPSW 2022 On the Impact of Larger Batch Size in the Training of Physics Informed Neural Networks Shyam Sankaran, Hanwen Wang, Leonardo Ferreira Guilhoto, Paris Perdikaris