FEBRUARY 15, 2024 Journal Article Microstructural Refinement in Ultrasonically Modified A356 Aluminum Castings ( Read More )
FEBRUARY 15, 2024 Conference Paper Processing Temperature Effect on Failure Behavior of Unidirectional Thermoplastic Polymer-fiber-reinforced Polymers (PFRPs) ( Read More )
FEBRUARY 15, 2024 Journal Article Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural Network Emulators of Geophysical Turbulence ( Read More )
NOVEMBER 8, 2023 Conference Paper Reinforcement Learning-based Output Structured Feedback for Distributed Multi-Area Power System Frequency Control ( Read More )
OCTOBER 28, 2023 Report Room Temperature Electrorefining of Rare Earth Metals from End-of-use Nd-Fe-B Magnets ( Read More )
OCTOBER 24, 2023 Report Increased Interpretability for Model-Driven Deception: MARS LDRD Project ( Read More )
OCTOBER 24, 2023 Report Inverse Reinforcement Learning based Bayesian Goal Inference Method for Early Nuclear Proliferation Detection ( Read More )
OCTOBER 18, 2023 Journal Article 1-D coupled surface flow and transport equations revisited via the physics-informed neural network approach ( Read More )
OCTOBER 17, 2023 Report Customization for Current Market Applications of the Carbon Nanotubes Produced by PNNL’s Regenerable Catalytic Pyrolysis (ReCaP) for Scaled Hydrogen Production ( Read More )
OCTOBER 17, 2023 Journal Article Human-Centric Contingency Analysis Metrics for Evaluating Operator Performance and Trust ( 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 Conference Paper A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks ( Read More )
OCTOBER 13, 2023 Journal Article Disaster Risk and Artificial Intelligence: A Framework to Characterize Conceptual Synergies and Future Opportunities ( Read More )
OCTOBER 13, 2023 Journal Article HT Model: Using the Molecular Transformer for predicting hydrotreating reactions ( Read More )
OCTOBER 13, 2023 Conference Paper Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate for High-Performance Computing Applications ( Read More )
OCTOBER 13, 2023 Conference Paper Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems ( Read More )
OCTOBER 13, 2023 Journal Article Physics-informed machine learning of redox flow battery based on a two-dimensional unit cell model ( Read More )
OCTOBER 10, 2023 Report Graman: Graph Network Based Simulator for Forecasting Molecular Polarizability ( Read More )
SEPTEMBER 28, 2023 Journal Article Atom Probe Tomography for the Observation of Hydrogen in Materials: A Review ( Read More )