2 papers
cs.CE2026
Enhancing neural network extrapolation in thermo-fluid systems using steady-state solutions
Sanjeeb Poudel, Teeratorn Kadeethum, Sanghyun Lee
Time-dependent partial differential equations (PDEs) arise in many engineering systems, including thermo-fluid applications. Classical numerical simulations of such systems can bec…
cs.CE2026
Online Spectral Deflation for State Constrained Optimal Control Problems
Teeratorn Kadeethum, Francesco Ballarin, Youngsoo Choi +1
Parametric PDE-constrained optimal control with pointwise state constraints requires repeated solution of restricted Schur-complement systems on parameter-dependent inactive sets.…