MAY 15, 2025 Conference Paper Metric Learning to Accelerate Convergence of Operator Splitting Methods ( Read More )
MAY 14, 2025 Book Chapter Artificial Intelligence and Machine Learning Applications in Modern Power Systems ( Read More )
MAY 14, 2025 Conference Paper ClimGen: Learning the Forcing-Response Relationship in Climate System ( 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 13, 2025 Journal Article GreediRIS: Scalable Influence Maximization using Distributed Streaming Maximum Cover ( Read More )
MAY 13, 2025 Conference Paper AutoCheck: Automatically Identifying Variables for Checkpointing by Data Dependency Analysis ( Read More )
MAY 13, 2025 Conference Paper HAPPA: A Modular Platform for HPC Application Resilience Analysis with LLMs Embedded ( Read More )
MAY 13, 2025 Conference Paper Improving Property Graph Layouts by Leveraging Attribute Similarity for Structurally Equivalent Nodes ( Read More )
MAY 6, 2025 Journal Article Effective Many-body Interactions in Reduced-Dimensionality Spaces Through Neural Network Models ( Read More )
MAY 6, 2025 Conference Paper ICED: An Integrated CGRA Framework Enabling DFVS-Aware Acceleration ( Read More )
MAY 2, 2025 Conference Paper Distributed-Memory Sparse Deep Neural Network Inference Using Global Arrays ( 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 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 Shifting Between Compute and Memory Bounds: A Compression-Enabled Roofline Model ( Read More )
APRIL 26, 2025 Conference Paper Distributed Order Recording Techniques for Efficient Record-and-Replay of Multi-threaded Programs ( 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 )