Research

Simulation Workflow for ExaSheds

Workflow for ML-assisted simulation, with research themes and leads

Research Themes

Publications

  • Konapala G, Kao S-C, Painter SL, Lu D (2020) Machine learning assisted hybrid models can improve streamflow simulation in diverse catchments across the conterminous US. Environmental Research Letters 15 104022, https://doi.org/10.1088/1748-9326/aba927
  • Mital U, Dwivedi D, Brown JB, Faybishenko B, Painter SL and Steefel CI (2020) Sequential Imputation of Missing Spatio-Temporal Precipitation Data Using Random Forests. Frontiers in Water 2:20,  https://doi.org/10.3389/frwa.2020.00020