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 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 )
OCTOBER 17, 2023 Journal Article Human-Centric Contingency Analysis Metrics for Evaluating Operator Performance and Trust ( 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 20, 2023 Conference Paper Fiber Bundle Morphisms as a Framework for Modeling Many-to-Many Maps ( Read More )