@misc{indiciae9421fb619454, title = {Causality-respecting adaptive refinement for PINNs: enabling precise interface evolution in phase field modeling}, author = {Wang, Wei [Hong Kong Polytechnic Univ. (Hong Kong); Johns Hopkins Univ., Baltimore, MD (United States)] and Wong, Tang Paai [Hong Kong Polytechnic Univ. (Hong Kong). University Research Faculty in Big Data Analytics] and Ruan, Haihui [Hong Kong Polytechnic Univ. (Hong Kong)] and Goswami, Somdatta [Johns Hopkins Univ., Baltimore, MD (United States)]}, year = {2026}, doi = {10.1007/s44379-026-00058-y}, url = {https://www.osti.gov/biblio/2866316}, note = {Source identifier: 2866316} }