Physics-Guided Transformer (PGT): Physics-Aware Attention Mechanism for PINNs

Ehsan Zeraatkar, Rodion Podorozhny, Jelena Tešić

Reconstructing continuous physical fields from sparse, irregular observations is a central challenge in scientific machine learning, particularly for systems governed by partial di…