MAY 6, 2025 Conference Paper ICED: An Integrated CGRA Framework Enabling DFVS-Aware Acceleration ( 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 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 )
MAY 1, 2025 Conference Paper A Performance and Energy Study of GPU-Resident Preconditioners for Conjugate Gradient Solvers: In the Context of Existing and Novel Approaches ( Read More )
APRIL 26, 2025 Conference Paper Distributed Order Recording Techniques for Efficient Record-and-Replay of Multi-threaded Programs ( Read More )
APRIL 26, 2025 Conference Paper Shifting Between Compute and Memory Bounds: A Compression-Enabled Roofline Model ( Read More )
APRIL 25, 2025 Conference Paper DaYu: Optimizing Distributed Scientific Workflows by Decoding Dataflow Semantics and Dynamics ( Read More )
APRIL 23, 2025 Journal Article A spatially-resolved model of neutron-irradiated Tungsten coupling Stochastic Cluster Dynamics and Finite Deformation Plasticity ( 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 Journal Article Meeting Global Health Needs via Infectious Disease Forecasting: Development of a Reliable Data-Driven Framework ( Read More )
APRIL 4, 2025 Conference Paper Isolating Signatures of Cyberattacks under Stressed Grid Conditions ( Read More )
APRIL 4, 2025 Conference Paper ATTNChecker: Highly-Optimized Fault Tolerant Attention for Large Language Model Training ( 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 Book Chapter Physics-informed Deep Reinforcement Learning-based Control in Power systems ( 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 )