Physics-guided RNNs for modeling dynamical systems: a case study in simulating lake temperature profiles

Published in 2019 SIAM International Conference on Data Mining, 2019

Recommended citation: Jia, X., J. Willard, A. Karpatne, J. Read, J.A. Zwart, M. Steinbach, V. Kumar. 2019. Physics-guided RNNs for modeling dynamical systems: a case study in simulating lake temperature profiles. In Proceedings of the 2019 SIAM International Conference on Data Mining (pp. 558-566). Society for Industrial and Applied Mathematics http://jzwart.github.io/files/Jia_2019_PGRNN.pdf