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cs.CE2026
Reference-Space Reuse for Steady and Transient State-Constrained Conjugate Heat Transfer
Teeratorn Kadeethum, Francesco Ballarin, Youngsoo Choi +1
Repeated thermal optimization must enforce local temperature limits while solving linear systems whose unknowns change as the constraints activate and release. Zero-extension trans…
math.DS2026
Latent Space Element Method
Seung Whan Chung, Youngsoo Choi, Christopher Miller +2
How can we build surrogate solvers that train on small domains but scale to larger ones without intrusive access to PDE operators? Inspired by the Data-Driven Finite Element Method…