TY  - RPRT
TI  - WGFINNs: Weak formulation-based GENERIC formalism informed neural networks
AU  - Cheung, Siu Wun [Lawrence Livermore National Laboratory]
AU  - Park, Jun Sur
AU  - Shin, Yeonjong
AU  - Choi, Youngsoo [Lawrence Livermore National Laboratory]
AU  - Hashim, Auroni
PY  - 2026
DO  - 10.1016/j.cma.2026.119213
UR  - https://www.osti.gov/biblio/3413259
ID  - 3413259
ER  -