TY  - RPRT
TI  - Causality-respecting adaptive refinement for PINNs: enabling precise interface evolution in phase field modeling
AU  - Wang, Wei [Hong Kong Polytechnic Univ. (Hong Kong); Johns Hopkins Univ., Baltimore, MD (United States)]
AU  - Wong, Tang Paai [Hong Kong Polytechnic Univ. (Hong Kong). University Research Faculty in Big Data Analytics]
AU  - Ruan, Haihui [Hong Kong Polytechnic Univ. (Hong Kong)]
AU  - Goswami, Somdatta [Johns Hopkins Univ., Baltimore, MD (United States)]
PY  - 2026
DO  - 10.1007/s44379-026-00058-y
UR  - https://www.osti.gov/biblio/2866316
ID  - 2866316
ER  -