The Simple Cloud-Resolving E3SM Atmosphere Model Running on the Frontier Exascale System Conference Paper November, 2023
Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates... Conference Paper November, 2023
A Comparative Study of Deep Learning Models for Fracture and Pore Space Segmentation in Synthetic Fractured Digital Rocks Conference Paper October, 2023
Knowledge-Informed Uncertainty-Aware Machine Learning for Time Series Forecasting of Dynamical Engineered Systems Conference Paper July, 2023
Exploiting the Local Parabolic Landscapes of Adversarial Losses to Accelerate Black-Box Adversarial Attack Conference Paper November, 2022
Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes Conference Paper November, 2022
Identifying Hydrometeorological Factors Influencing Reservoir Releases Using Machine Learning Methods... Conference Paper November, 2022
Improving net ecosystem CO2 flux prediction using memory-based interpretable machine learning Conference Paper November, 2022
Progress on Machine Learning for the SNS High Voltage Converter Modulators... Conference Paper August, 2022
