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20132025
most citedScalable nonlinear manifold reduced order model for dynamical systems

2 citations · 3 across the 5 of their papers we have counts for

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cs.LG2025

Higher-Order LaSDI: Reduced Order Modeling with Multiple Time Derivatives

Robert Stephany, William Michael Anderson, Youngsoo Choi

Solving complex partial differential equations is vital in the physical sciences, but often requires computationally expensive numerical methods. Reduced-order models (ROMs) addres…

cs.LG2025★ 1 cited

Defining Foundation Models for Computational Science: A Call for Clarity and Rigor

Youngsoo Choi, Siu Wun Cheung, Youngkyu Kim +9

The widespread success of foundation models in natural language processing and computer vision has inspired researchers to extend the concept to scientific machine learning and com…