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Leonardo Ferreira Guilhoto

Observed names: Ferreira Guilhoto, Leonardo, Guilhoto, Leonardo, Guilhoto, Leonardo Ferreira
Observed institution: University of Pennsylvania
ORCID: 0009-0004-2674-5841
Observed ORCID: 0009-0004-2674-5841
OpenAlex ID: A5086776783
Learning Operators with Coupled Attention
2022 · Kissas, Georgios, Seidman, Jacob, et al. · arXiv (Cornell University) · 83
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Deep Learning Alternatives of the Kolmogorov Superposition Theorem
2024 · Guilhoto, Leonardo Ferreira, Perdikaris, Paris · arXiv (Cornell University) · 20
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Composite Bayesian Optimization in function spaces using NEON—Neural Epistemic Operator Networks
2024 · Leonardo Ferreira Guilhoto, Paris Perdikaris · Scientific Reports · 11
Active Learning Design: Modeling Force Output for Axisymmetric Soft Pneumatic Actuators
2025 · Gregory M. Campbell, Gentian Muhaxheri, et al. · IEEE Robotics and Automation Letters · 3
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Multimodal Scientific Learning Beyond Diffusions and Flows
2026 · Guilhoto, Leonardo Ferreira, Kaushal, Akshat, et al. · arXiv (Cornell University) · 2
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A Mutual Information Lower Bound for Multimodal Regression Active Learning
2026 · Guilhoto, Leonardo Ferreira, Kaushal, Akshat, et al. · arXiv (Cornell University)
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Deep Learning For Surrogate Modeling And Uncertainty Quantification In Science & Engineering
2026 · Ferreira Guilhoto, Leonardo · ScholarlyCommons (University of Pennsylvania)
Works count: 8
Citation count: 119
H-index: 3
I10-index: 3
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