Jacob A. Zwart
United States Geological Survey(US)United States Geological Survey(US)
Publications by Year
Research Areas
Hydrological Forecasting Using AI, Hydrology and Watershed Management Studies, Marine and coastal ecosystems, Fish Ecology and Management Studies, Aquatic Ecosystems and Phytoplankton Dynamics
Most-Cited Works
- → Process‐Guided Deep Learning Predictions of Lake Water Temperature(2019)402 cited
- → Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles(2021)271 cited
- → Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles(2019)225 cited
- → LakeMetabolizer: an R package for estimating lake metabolism from free-water oxygen using diverse statistical models(2016)152 cited
- → The importance of lake‐specific characteristics for water quality across the continental United States(2015)134 cited
- → Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks(2021)93 cited
- → A Framework for Understanding Variation in Pelagic Gross Primary Production of Lake Ecosystems(2018)90 cited
- → Can machine learning accelerate process understanding and decision‐relevant predictions of river water quality?(2022)78 cited
- → Multi‐Task Deep Learning of Daily Streamflow and Water Temperature(2022)72 cited
- → Metabolic and physiochemical responses to a whole-lake experimental increase in dissolved organic carbon in a north-temperate lake(2015)60 cited