Projects & Research Team
Current Projects
DOE - Early Career Award, $2.5M for FY24-FY28, PI.
ORNL - Laboratory Directed Research & Development, Uncertainty Quantification for AI Models, $700K for FY21-24, PI.
DOE - Office of Fossil Energy and Carbon Management, SMART: Science-informed Machine Learning in Subsurface Applications, $550K/year for FY22-27, PI.
DOE -Water Power Technologies Office, An Uncertainty-Aware, Machine Learning-Enabled Hydropower Seasonal Forecast Model, $50K for FY23, PI.
DOE - Biological and Environmental Research, Watershed Dynamics and Evolution Scientific Focus Area, 3.5M for FY23-26, Senior Investigator.
DOE - Advanced Scientific Computing Research, Efficient Machine Learning for Leadership Facility Scientific Data Analytics, $3.4M for FY22-24, Task Lead.
DOE - Advanced Scientific Computing Research, Decision and Control of Complex Systems: a Data-Driven Framework, $4.2M for FY21-23, Task Lead.
DOE - Biological and Environmental Research, Advancing Watershed System Understanding through Machine Learning, $6.2M for FY21-23, Machine Learning Lead.
DOE - Basic Energy Sciences, Machine Learning for Improving Accelerator and Target Performance, $4.2M for FY21-23, Task Lead.
DOE - Biological and Environmental Research, Spruce and Peatland Responses Under Changing Environments, $8.3M/year for FY20-23, Investigator.