Jared Willard

Jared Willard

University of Minnesota Twin Cities - Minneapolis / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4681135
person_outline Jared Willard's MOST POPULAR ARTICLES
1-) Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems J Willard, X Jia, S Xu, M Steinbach, V Kumar ACM Computing Surveys, 2022 305*2022
2-) Process‐guided deep learning predictions of lake water temperatureJS Read, X Jia, J Willard, AP Appling, JA Zwart, SK Oliver, A Karpatne, ...Water Resources Research 55 (11), 9173-9190, 20192772019
3-) Physics guided RNNs for modeling dynamical systems: A case study in simulating lake temperature profilesX Jia, J Willard, A Karpatne, J Read, J Zwart, M Steinbach, V KumarProceedings of the 2019 SIAM international conference on data mining, 558-566, 20192762019
4-) Physics-guided machine learning for scientific discovery: An application in simulating lake temperature profilesX Jia, J Willard, A Karpatne, JS Read, JA Zwart, M Steinbach, V KumarACM/IMS Transactions on Data Science 2 (3), 1-26, 20212672021
5-) Physics-guided recurrent graph model for predicting flow and temperature in river networksX Jia, J Zwart, J Sadler, A Appling, S Oliver, S Markstrom, J Willard, S Xu, ...Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021782021