Real-time physics-informed reconstruction of transient fields using sensor guidance and higher-order time differentiation

Hong-Kyun Noh, Jeong-Hoon Park, Minseok Choi +1

This study proposes FTI-PBSM (Fixed-Time-Increment Physics-informed neural network-Based Surrogate Model), a novel physics-informed surrogate modeling framework designed for real-t…