2025. Adaptive Interface-PINNs (AdaI-PINNs): An Efficient Physics-Informed Neural Networks Framework for Interface Problems. Communications in Computational Physics. 37, 3 (Sep. 2025), 603–622. DOI:https://doi.org/10.4208/cicp.OA-2024-0131.