FEBRUARY 15, 2024 Conference Paper ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs ( Read More )
FEBRUARY 15, 2024 Journal Article Predictive Scale-Bridging Simulations through Active Learning ( Read More )
FEBRUARY 15, 2024 Journal Article Physics-Informed Machine Learning Method for Large-Scale Data Assimilation Problems ( Read More )
FEBRUARY 15, 2024 Conference Paper Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning ( Read More )
FEBRUARY 15, 2024 Journal Article A coupled reinforcement learning and IDAES process modeling framework for automated conceptual design of energy and chemical systems ( Read More )
FEBRUARY 15, 2024 Journal Article PM2.5 is insufficient to explain personal PAH exposure ( Read More )
FEBRUARY 15, 2024 Journal Article Potential of the Julia programming language for high energy physics computing ( Read More )
FEBRUARY 15, 2024 Journal Article Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural Network Emulators of Geophysical Turbulence ( Read More )
NOVEMBER 8, 2023 Journal Article A sensitivity analysis of twinning crystal plasticity finite element model using single crystal and poly crystal Zircaloy ( Read More )
NOVEMBER 8, 2023 Conference Paper Reinforcement Learning-based Output Structured Feedback for Distributed Multi-Area Power System Frequency Control ( Read More )
NOVEMBER 7, 2023 Journal Article Characterizing Families of Spectral Similarity Scores and their Use Cases for Gas Chromatography–Mass Spectrometry Small Molecule Identification ( Read More )
NOVEMBER 4, 2023 Conference Paper FLASH: FPGA-Accelerated Smart Switches with GCN Case Study ( Read More )
NOVEMBER 4, 2023 Conference Paper Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning ( 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 26, 2023 Journal Article Improving Robustness for Model Discerning Synthesis Process of Uranium Oxide with Unsupervised Domain Adaptation ( Read More )