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Juan Diego Toscano — most-cited papers & profile · AI for Science
← authors
·
overview
Juan Diego Toscano
6
papers ·
150
citations ·
10
h-index
John Brown University · Brown University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks
2024 · 125 citations
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning
2024 · 14 citations
Residual-based attention and connection to information bottleneck theory in PINNs
2023 · 8 citations
FMEnets: Flow, Material, and Energy networks for non-ideal plug flow reactor design
2025 · 3 citations
ATHENA: Agentic Team for Hierarchical Evolutionary Numerical Algorithms
2025
Top co-authors
George Em Karniadakis
· 3
Chenxi Wu
· 2
Zongren Zou
· 2
Alan John Varghese
· 1
Ali Shahmohammadi
· 1
and George Em Karniadakis
· 1
Charles Papageorgiou
· 1
Daniel T. Chen
· 1
Edward Raymond
· 1
George Em Karniadakis
· 1
Khemraj Shukla
· 1
Khemraj Shukla
· 1
Topics
Math & Equations
Physics ML
Chemistry
cs.MA
cs.NE
Ecology