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 )
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 Isolating Signatures of Cyberattacks under Stressed Grid Conditions ( 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 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 ChemComp: A Compilation Framework for Computing with Chemical Reaction Networks ( 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 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 Benchmarking Optimizers for Qumode State Preparation with Variational Quantum Algorithms ( Read More )
MARCH 28, 2025 Conference Paper FTTN: Feature-Targeted Testing for Numerical Properties of NVIDIA & AMD Matrix Accelerators ( 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 )