FEBRUARY 15, 2024 Journal Article Hybridized Methods for Quantum Simulation in the Interactive Picture ( Read More )
FEBRUARY 15, 2024 Journal Article Quantum Model Learning Agent: Characterization of Quantum Systems Through Machine Learning ( Read More )
FEBRUARY 15, 2024 Conference Paper ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs ( Read More )
NOVEMBER 4, 2023 Conference Paper FLASH: FPGA-Accelerated Smart Switches with GCN Case Study ( Read More )
OCTOBER 28, 2023 Report Proxy Applications for Converged Workloads: DMC LDRD Initiative ( Read More )
OCTOBER 27, 2023 Conference Paper Design and Evaluation of GPU-FPX: A Low-Overhead tool for Floating-Point Exception Detection in NVIDIA GPUs ( Read More )
OCTOBER 27, 2023 Conference Paper BitGNN: Unlocking the Performance Potential of Binary Graph Neural Networks on GPUs ( Read More )
OCTOBER 27, 2023 Conference Paper Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty ( Read More )
OCTOBER 13, 2023 Conference Paper Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate for High-Performance Computing Applications ( Read More )
AUGUST 24, 2023 Journal Article Newton trust-region methods with primary variable switching for simulating high temperature multiphase porous media flow ( Read More )
AUGUST 13, 2023 Journal Article Elastic Resource Management for Deep Learning Applications in a Container Cluster ( Read More )
JULY 11, 2023 Journal Article Dynamic Network Analysis of Nuclear Science Literature for Research Influence Assessment ( Read More )
JULY 11, 2023 Conference Paper FPGA Acceleration of GCN in Light of the Symmetry of Graph Adjacency Matrix ( Read More )
JULY 8, 2023 Conference Paper AMG Preconditioners based on parallel hybrid coarsening and multi-objective graph matching ( Read More )
JULY 7, 2023 Conference Paper Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training ( Read More )