FEBRUARY 15, 2024 Journal Article Seasonal drivers of dissolved oxygen across a tidal creek–marsh interface revealed by machine learning ( Read More )
FEBRUARY 15, 2024 Conference Paper Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools ( Read More )
FEBRUARY 15, 2024 Journal Article Physics-informed machine learning of the correlation functions in bulk fluids ( Read More )
FEBRUARY 15, 2024 Journal Article Constraining chaos: Enforcing dynamical invariants in the training of reservoir computers ( Read More )
FEBRUARY 15, 2024 Report LightMAT - Pediction of Aluminum/Steel Joint Failure - CRADA 405 (Abstract) ( Read More )
FEBRUARY 15, 2024 Report A Multifidelity and Multimodal Machine Learning Approach for Extracting Bonding Environments of Impurities and Dopants from X-ray Spectroscopies ( Read More )
FEBRUARY 15, 2024 Conference Paper Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition ( Read More )
FEBRUARY 15, 2024 Conference Paper Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources ( Read More )
FEBRUARY 15, 2024 Conference Paper Neuro-physical dynamic load modeling using differentiable parametric optimization ( Read More )
FEBRUARY 15, 2024 Journal Article Predictive Scale-Bridging Simulations through Active Learning ( Read More )
FEBRUARY 15, 2024 Conference Paper Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning ( Read More )
FEBRUARY 15, 2024 Journal Article Simultaneous Improvement in Strength and Ductility in 7xxx Al Through a Combination of Natural Aging and Deformation ( Read More )
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 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 )