MAY 14, 2025 Conference Paper Location generalizability of image-based air quality models ( Read More )
MAY 6, 2025 Journal Article Countercurrent flow characteristics of next generation solvent in novel 3D printed columns for carbon capture ( 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 )
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 4, 2025 Journal Article Meeting Global Health Needs via Infectious Disease Forecasting: Development of a Reliable Data-Driven Framework ( 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 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 )
APRIL 3, 2025 Conference Paper Nature-GL: A Revolutionary Learning Paradigm Unleashing Nature’s Power in Real-World Spatial-Temporal Graph Learning ( Read More )
MARCH 26, 2025 Conference Paper Online Detection of Power Grid Anomalies via Federated Learning ( Read More )
MARCH 14, 2025 Journal Article Computational Tools and Data Integration to Accelerate Vaccine Development: Challenges, Opportunities, and Future Directions ( Read More )
MARCH 7, 2025 Journal Article Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations ( Read More )