MAY 21, 2025 Conference Paper Deep Multi-Agent Reinforcement Learning for Real-World Signalized Traffic Corridor Control ( Read More )
MAY 21, 2025 Conference Paper Data-driven Modeling for Grid Edge IBRs: A Digital Twin Perspective of User-Defined Models ( 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 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 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 6, 2025 Journal Article Effective Many-body Interactions in Reduced-Dimensionality Spaces Through Neural Network Models ( Read More )
MAY 3, 2025 Journal Article An Integrated Assessment of a G3 GMD Event on Large-Scale Power Grids: From Magnetometer Data To Geomagnetically Induced Current Analysis ( 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 )
MAY 1, 2025 Conference Paper Fast Iterative Multi-site Hosting Capacity Analysis for Distribution Systems With Search Space Pruning ( Read More )
APRIL 11, 2025 Journal Article NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elements ( Read More )
APRIL 10, 2025 Journal Article When Do Different Scenarios of Projected Electricity Demand Start to Meaningfully Diverge? ( Read More )
APRIL 4, 2025 Conference Paper Accelerating GNNs on GPU Sparse Tensor Cores through N:M Sparsity-Oriented Graph Reordering ( Read More )
APRIL 4, 2025 Conference Paper Isolating Signatures of Cyberattacks under Stressed Grid Conditions ( Read More )