MAY 23, 2025 Journal Article Graph Characterization of Higher-Order Structure in Atmospheric Chemical Reaction Mechanisms ( Read More )
MAY 21, 2025 Conference Paper Deep Multi-Agent Reinforcement Learning for Real-World Signalized Traffic Corridor Control ( Read More )
MAY 21, 2025 Journal Article Improved representation of black carbon mixing structures suggests stronger direct radiative heating ( Read More )
MAY 15, 2025 Conference Paper Retrieving Top-k Hyperedge Triplets: Models and Applications ( Read More )
MAY 15, 2025 Conference Paper Metric Learning to Accelerate Convergence of Operator Splitting Methods ( Read More )
MAY 15, 2025 Conference Paper GraphAide: Advanced Graph-Assisted Query and Reasoning System ( Read More )
MAY 15, 2025 Conference Paper Contradictory Ambiguous Revocable Assertion Tracker (CARAT) Encoding ( Read More )
MAY 14, 2025 Book Chapter Artificial Intelligence and Machine Learning Applications in Modern Power Systems ( Read More )
MAY 14, 2025 Journal Article Exploring Randomly Wired Neural Networks for Climate Model Emulation ( Read More )
MAY 14, 2025 Conference Paper Location generalizability of image-based air quality models ( Read More )
MAY 14, 2025 Conference Paper ClimGen: Learning the Forcing-Response Relationship in Climate System ( Read More )
MAY 13, 2025 Journal Article GreediRIS: Scalable Influence Maximization using Distributed Streaming Maximum Cover ( Read More )
MAY 13, 2025 Conference Paper Improving Property Graph Layouts by Leveraging Attribute Similarity for Structurally Equivalent Nodes ( Read More )
MAY 9, 2025 Journal Article Artificial Judgement Assistance from teXt (AJAX): Applying Open Domain Question Answering to Nuclear Non-proliferation Analysis ( Read More )
MAY 6, 2025 Journal Article Effective Many-body Interactions in Reduced-Dimensionality Spaces Through Neural Network Models ( Read More )
MAY 2, 2025 Journal Article Toward a Machine Learning Approach to Interpreting X-ray Spectra of Trace Impurities by Converting XANES to EXAFS ( Read More )
MAY 2, 2025 Journal Article An Intercomparison of Wall Fluxes in a Turbulent Thermal Convection Chamber: Direct Numerical Simulations and Wall-Modeled Large-Eddy Simulations Enhanced by Machine Learning ( Read More )
MAY 2, 2025 Conference Paper Distributed-Memory Sparse Deep Neural Network Inference Using Global Arrays ( Read More )
APRIL 11, 2025 Journal Article NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elements ( Read More )