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 Conference Paper Distributed-Memory Sparse Deep Neural Network Inference Using Global Arrays ( 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 )
APRIL 25, 2025 Conference Paper Grid Integration of Renewable Energy and Energy Storage ( Read More )
APRIL 11, 2025 Journal Article NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elements ( Read More )
APRIL 4, 2025 Journal Article Meeting Global Health Needs via Infectious Disease Forecasting: Development of a Reliable Data-Driven Framework ( 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 )
APRIL 3, 2025 Book Chapter Physics-informed Deep Reinforcement Learning-based Control in Power systems ( Read More )
APRIL 3, 2025 Conference Paper Unlocking Scholarly Insights: Leveraging Machine Learning Approaches for Citation Analysis and Intent Classification ( Read More )
APRIL 3, 2025 Conference Paper Nature-GL: A Revolutionary Learning Paradigm Unleashing Nature’s Power in Real-World Spatial-Temporal Graph Learning ( Read More )
APRIL 3, 2025 Conference Paper Benchmarking Optimizers for Qumode State Preparation with Variational Quantum Algorithms ( Read More )
APRIL 3, 2025 Journal Article Machine-learning-enabled on-the-fly analysis of RHEED patterns during thin film deposition by molecular beam epitaxy ( Read More )
MARCH 26, 2025 Conference Paper Grid-Forming Inverters for Stability Improvements in Bulk Power Systems with High Inverter-Based Resources Penetration ( Read More )
MARCH 26, 2025 Conference Paper Grid Forming Control of PMSG-based Wind Turbines under Fault Conditions ( Read More )
MARCH 26, 2025 Conference Paper Modeling and Automation Framework for High IBR Integration in Large-Scale Power Systems ( Read More )
MARCH 26, 2025 Conference Paper Optimal Droop Setting for Congestion Reduction in a 100% Grid-Forming Inverter-based Power System ( Read More )
MARCH 26, 2025 Conference Paper Quantified Fast Frequency Response of Inverter-Based Resources for Bulk-Power System Study ( Read More )