SEPTEMBER 27, 2024 Journal Article Experimental and Computational Study of Pyrogenic Carbonaceous Matter Facilitated Hydrolysis of 2,4- Dinitroanisole (DNAN) ( Read More )
SEPTEMBER 20, 2024 Conference Paper RAP: Resource-aware Automated GPU Sharing for Multi-GPU Recommendation Model Training and Input Preprocessing ( Read More )
SEPTEMBER 17, 2024 Conference Paper OPER: Optimality-Guided Embedding Table Parallelization for Large-scale Recommendation Model ( Read More )
AUGUST 7, 2024 Conference Paper Red-QAOA: Efficient Variational Optimization through Circuit Reduction ( Read More )
AUGUST 6, 2024 Conference Paper DS-GL: Advancing Graph Learning via Harnessing the Power of Nature within Dynamic Systems ( Read More )
AUGUST 6, 2024 Conference Paper Evaluating Emerging AI/ML Accelerators: IPU, RDU, and and NVIDIA/AMD GPUs ( Read More )
AUGUST 6, 2024 Conference Paper FuseIM: Fusing Probabilistic Traversals for Influence Maximization on Exascale Systems ( Read More )
AUGUST 2, 2024 Journal Article Accelerating Computational Materials Discovery with Machine Learning and Cloud High-Performance Computing: from Large-Scale Screening to Experimental Validation ( Read More )
AUGUST 1, 2024 Conference Paper AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators ( Read More )
JULY 26, 2024 Conference Paper VISILIENCE: An Interactive Visualization Framework for Resilience Analysis using Control-Flow Graph ( Read More )
JULY 26, 2024 Conference Paper HetArch: Heterogeneous Microarchitectures for Superconducting Quantum Systems ( Read More )
JULY 26, 2024 Conference Paper QuComm: Optimizing Collective Communication for Distributed Quantum Computing ( Read More )
JULY 26, 2024 Conference Paper Automatic Code Generation for High-Performance Graph Algorithms ( Read More )
JULY 26, 2024 Conference Paper Finding Your Niche: An Evolutionary Approach to HPC Topologies ( Read More )
APRIL 30, 2024 Conference Paper FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics ( Read More )
APRIL 23, 2024 Conference Paper A Reference Implementation for a Quantum Message Passing Interface ( Read More )
APRIL 20, 2024 Report Visualizing Uranium Crystallization from Melt: Experiment-Informed Phase Field Modeling and Machine Learning ( Read More )