Scott L Painter Watershed Systems Modeling Group Lead Contact paintersl@ornl.gov | 865.241.2644 All Publications Significance of Low-Velocity Zones on Solute Retention in Rough Fractures Numerical evaluation of photosensitive tracers as a strategy for separating surface and subsurface transient storage in streams A multiscale model for solute transport in stream corridors with unsteady flow Uncertainty quantification of machine learning models to improve streamflow prediction under changing climate and environmental conditions Evaluation of distributed process-based hydrologic model performance using only a priori information to define model inputs... Drying of tundra landscapes will limit subsidence-induced acceleration of permafrost thaw... Machine Learning Assisted Reservoir Operation Model for Long-Term Water Management Simulation... GDSA - Modeling and Integration – ORNL: PFLOTRAN modeling Joint estimation of biogeochemical model parameters from multiple experiments: A bayesian approach applied to mercury methylation From legacy contamination to watershed systems science: a review of scientific insights and technologies developed through DOE-supported research in water and energy security Accurate and Rapid Forecasts for Geologic Carbon Storage via Learning-Based Inversion-Free Prediction... Accurate and Timely Forecasts of Geologic Carbon Storage using Machine Learning Methods... Toward more mechanistic representations of biogeochemical processes in river networks: Implementation and demonstration of a ... Incorporating concentration-dependent sediment microbial activity into methylmercury production kinetics modeling... On the Reliability of Parameter Inferences in a Multiscale Model for Transport in Stream Corridors... Streamflow Simulation in Data-Scarce Basins Using Bayesian and Physics-Informed Machine Learning Models ORNL Input to GDSA Repository Systems Analysis FY21 Permafrost Promotes Shallow Groundwater Flow and Warmer Headwater Streams... Recovering the effects of subgrid heterogeneity in simulations of radionuclide transport through fractured media... Estimating Watershed Subsurface Permeability From Stream Discharge Data Using Deep Neural Networks... On the Representation of Hyporheic Exchange in Models for Reactive Transport in Stream and River Corridors... Coupling surface flow and subsurface flow in complex soil structures using mimetic finite differences... Sequential Imputation of Missing Spatio-Temporal Precipitation Data Using Random Forests... Machine Learning Assisted Hybrid Models Can Improve Streamflow Simulation in Diverse Catchments across the Conterminous US... A Particle‐Based Conditional Sampling Scheme for the Simulation of Transport in Fractured Rock With Diffusion Into Stagnant... Pagination Current page 1 Page 2 Page 3 Next page ›› Last page Last » Key Links Curriculum Vitae Google Scholar ORCID Organizations Biological and Environmental Systems Science Directorate Environmental Sciences Division Earth Systems Science Section Watershed Systems Modeling Group Climate Change Science Institute
