Finite Operator Learning: Bridging Neural Operators and Numerical Methods for Efficient Parametric Solution and Optimization of PDEs. - Shahed Rezaei; Reza Najian Asl; Kianoosh Taghikhani; Ahmad Moeineddin; Michael Kaliske; Markus Apel (CoRR, 2024)

A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries. - Reza Najian Asl; Yusuke Yamazaki; Kianoosh Taghikhani; Mayu Muramatsu; Markus Apel; Shahed Rezaei (CoRR, 2025)