TY - RPRT TI - GFINNs: GENERIC formalism informed neural networks for deterministic and stochastic dynamical systems AU - Zhang, Zhen AU - Shin, Yeonjong AU - Em Karniadakis, George PY - 2022 DO - 10.1098/rsta.2021.0207 UR - https://www.osti.gov/biblio/2282007 ID - 2282007 ER -