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AUGUST 7, 2025 Journal Article Coupled Lake-Atmosphere-Land Physics Uncertainties in a Great Lakes Regional Climate Model ( Read More )
AUGUST 1, 2025 Journal Article Active and transfer learning with partially Bayesian neural networks for materials and chemicals ( Read More )
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 )
NOVEMBER 18, 2024 Journal Article Ectomycorrhizal fungi alter soil food webs and the functional potential of bacteria communities ( Read More )
NOVEMBER 18, 2024 Report Machine-learning based model reduction for partial differential equations ( Read More )
AUGUST 8, 2024 Book/Conference Proceedings Addressing Uncertainty in MultiSector Dynamics Research ( 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 )
FEBRUARY 15, 2024 Journal Article Conditional Korhunen-Loéve regression model with Basis Adaptation for high-dimensional problems: Uncertainty quantification and inverse modeling ( 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 7, 2023 Report PNNL CRADA No. 488, Amendment 2 with Natel Energy, Inc.: The Center Sender - CRADA 488 (Final Report) ( Read More )
JANUARY 13, 2023 Journal Article Evaluating Grid Strength Under Uncertain Renewable Generation ( Read More )
NOVEMBER 1, 2022 Report Better Buildings Workforce Accelerator – Technical Assistance Project: Northwest Energy Efficiency Council – A Replicable Analysis for Building Operator Certification Diversity, Equity, and Inclusion Objectives ( 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 )