Leonardo Ferreira Guilhoto

According to our database, Leonardo Ferreira Guilhoto authored at least 5 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Multimodal Scientific Learning Beyond Diffusions and Flows.

Leonardo Ferreira Guilhoto, Akshat Kaushal, Paris Perdikaris

CoRR, February, 2026

2025

Active Learning Design: Modeling Force Output for Axisymmetric Soft Pneumatic Actuators.

Gregory M. Campbell, Gentian Muhaxheri, Leonardo Ferreira Guilhoto, Christian D. Santangelo, Paris Perdikaris, James H. Pikul, Mark Yim

CoRR, April, 2025

Deep Learning Alternatives Of The Kolmogorov Superposition Theorem.

Leonardo Ferreira Guilhoto, Paris Perdikaris

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

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

Leonardo Ferreira Guilhoto, Paris Perdikaris

CoRR, 2024

2022

Learning Operators with Coupled Attention.

Georgios Kissas, Jacob H. Seidman, Leonardo Ferreira Guilhoto, Victor M. Preciado, George J. Pappas, Paris Perdikaris

J. Mach. Learn. Res., 2022