MARCH 26, 2025 Conference Paper Enhancing Solar Power Forecasting with Regularized Constrained Quantile Regression Averaging and Bootstrapping Techniques ( Read More )
MARCH 14, 2025 Journal Article Characterizing How Meteorological Forcing Selection and Parameter Uncertainty Influence Community Land Model Version 5 Hydrological Applications in the United States ( Read More )
MARCH 6, 2025 Journal Article Characterizing and communicating uncertainty: lessons from NASA’s Carbon Monitoring System ( Read More )
FEBRUARY 11, 2025 Journal Article Analyzing Inference Workloads for Spatiotemporal Modeling ( Read More )
AUGUST 8, 2024 Book/Conference Proceedings Addressing Uncertainty in MultiSector Dynamics Research ( Read More )
AUGUST 6, 2024 Journal Article Automating the Detection of Hydrological Barriers and Fragmentation in Wetlands using Deep Learning and InSAR ( Read More )
AUGUST 2, 2024 Journal Article Accelerating Computational Materials Discovery with Machine Learning and Cloud High-Performance Computing: from Large-Scale Screening to Experimental Validation ( Read More )
FEBRUARY 15, 2024 Journal Article Conditional Korhunen-Loéve regression model with Basis Adaptation for high-dimensional problems: Uncertainty quantification and inverse modeling ( Read More )
FEBRUARY 15, 2024 Journal Article Closing in on Hydrologic Predictive Accuracy: Combining the Strengths of High-Fidelity and Physics-Agnostic Models ( Read More )
OCTOBER 14, 2023 Journal Article Evaluation of uncertainties in the anthropogenic SO2 emissions in the USA from the OMI point source catalog ( Read More )
OCTOBER 13, 2023 Journal Article Uncertainty aware machine-learning-based surrogate models for particle accelerators: Study at the Fermilab Booster Accelerator Complex ( Read More )
SEPTEMBER 22, 2023 Journal Article Global nitrogen deposition inputs to cropland at national scale from 1961 to 2020 ( Read More )
MARCH 22, 2023 Journal Article Codesign for Extreme Heterogeneity: Integrating Custom Hardware with Commodity Computing Technology to Support Next-Generation HPC Converged Workloads ( Read More )
JANUARY 31, 2023 Journal Article A Geospatial Risk Analysis Graphical User Interface for Identifying Hazardous Chemicals Emission Sources ( Read More )
JANUARY 13, 2023 Journal Article Evaluating Grid Strength Under Uncertain Renewable Generation ( Read More )
OCTOBER 11, 2022 Journal Article Reduction of detection limit and quantification uncertainty due to interferent by neural classification with abstention ( Read More )
SEPTEMBER 21, 2022 Journal Article Using a surrogate-assisted Bayesian framework to calibrate the runoff-generation scheme in the Energy Exascale Earth System Model (E3SM) v1 ( Read More )