activity
20232026
most citedTrain Small, Model Big: Scalable Physics Simulators via Reduced Order Modeling and Domain Decomposition

2 citations · 4 across the 11 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

cs.LG2025

Sequential decoder training for improved latent space dynamics identification

William Anderson, Seung Whan Chung, Youngsoo Choi

Accurate numerical solutions of partial differential equations are essential in many scientific fields but often require computationally expensive solvers, motivating reduced-order…

physics.comp-ph2025

Latent Space Dynamics Identification for Interface Tracking with Application to Shock-Induced Pore Collapse

Seung Whan Chung, Christopher Miller, Youngsoo Choi +3

Capturing sharp, evolving interfaces remains a central challenge in reduced-order modeling, especially when data is limited and the system exhibits localized nonlinearities or disc…