Current Projects

1. DOE ASCR Ka mana o ka lā: Modeling our energy future (2023-2026)

2. NSF-NASA EPSCoR Research Fellow Combining Physics and Deep Learning for Accurate River Discharge and Bathymetry Estimation from the Surface Water and Ocean Topography Mission (2023-2025)

3. DOE Utah FORGE Project: Role of Fluid and Temperature in Fracture Mechanics and Coupled THMC Processes for Enhanced Geothermal Systems (2021-2024, led by Purdue University)

4. DOE FE NETL Science-informed Machine Learning for Accelerating Real Time Decisions (SMART) Initiative - Carbon Storage Phase 2 (2022 - 2027)

5. NSF CSSI Elements: ALE-AMR Framework and the PISALE Codebase (2020-2024)

Completed Projects

1. Nearshore and riverine environment characterization for military vehicle mobility assessment, ORISE Research Participation Program funded by US Army ERDC-CHL (2017 - 2023)

2. Development of a Decision-Making Algorithm for Detection and Quantification of Leaks, NYSEARCH (2021-2023, led by University of Texas at Arlington)

3. USGS WRRIP Space-time rainfall map development for the Hawaiian Islands (2021-2022)

4. DOE FE NETL Science-informed Machine Learning for Accelerating Real Time Decisions in Subsurface Applications (SMART) Initiative Phase 1 (2020 - 2022)

5. Deep Learning Applications for Physics-informed Machine Learning in Earth Sciences, LDRD program funded by DOE-Sandia National Labs (2020 - 2021)

6. Deep Learning Applications for Image Reconstruction and Analysis in Earth Sciences, LDRD program funded by DOE-Sandia National Labs (2019 - 2020)

7. NSF EPSCoR 'Ike Wai - Securing Hawaii's Water Future (2017-2021)