Jacob A. Zwart

Process‐Guided Deep Learning Predictions of Lake Water Temperature

Jordan S. Read, Xiaowei Jia, Jared Willard et al. · Water Resources Research · 2019 · 393 citations · Full text

Reservoir Simulation, Deep Neural Networks, Water Temperature Predictions +15

Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles

Xiaowei Jia, Jared Willard, Anuj Karpatne et al. · ACM/IMS Transactions on Data Science · 2021 · 266 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +21

Global patterns and drivers of ecosystem functioning in rivers and riparian zones

Scott D. Tiegs, David M. Costello, Mark W. Isken et al. · Science Advances · 2019 · 217 citations · Full text

LakeMetabolizer: an R package for estimating lake metabolism from free-water oxygen using diverse statistical models

Luke Winslow, Jacob A. Zwart, Ryan D. Batt et al. · Inland Waters · 2016 · 150 citations

Organic Geochemistry, Biogeochemistry, R Package +13

The importance of lake‐specific characteristics for water quality across the continental United States

Emily K. Read, Vijay P. Patil, Samantha K. Oliver et al. · Ecological Applications · 2015 · 133 citations