AUGUST 7, 2024 Conference Paper GOLEM: GOld standard for Learning and Evaluation of Motifs ( Read More )
AUGUST 6, 2024 Journal Article Reduced-Order Modeling for Linearized Representations of Microphysical Process Rates ( 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 6, 2024 Conference Paper Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing ( Read More )
AUGUST 6, 2024 Conference Paper DS-GL: Advancing Graph Learning via Harnessing the Power of Nature within Dynamic 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 31, 2024 Journal Article Potential–Dependent BDAC Adsorption on Zinc Enabling Selective Suppression of Zinc Corrosion for Energy Storage Applications ( Read More )
JULY 31, 2024 Journal Article Rethinking Skip Connections in Spiking Neural Networks with Time-To-First-Spike Coding ( Read More )
JULY 26, 2024 Conference Paper Understanding the Inner-Workings of Language Models Through Representation Dissimilarity ( Read More )
JULY 26, 2024 Report Additives in Localized High Concentration Electrolytes for Safe Lithium-Ion Batteries ( Read More )
JULY 26, 2024 Report Combined Experimental and Computational Efforts to Establish Ion Mobility, Solubility and Stability of Functional liquids for Electrochemical Energy Storage ( Read More )
JULY 26, 2024 Journal Article GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization ( Read More )
JULY 26, 2024 Journal Article A multifidelity approach to continual learning for physical systems ( Read More )
JULY 26, 2024 Journal Article Enhanced Electrochemical Performance of Disordered Rocksalt Cathodes in a Localized High-Concentration Electrolyte ( Read More )
JULY 26, 2024 Journal Article A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity ( Read More )
JULY 26, 2024 Journal Article Coupled experimental-theoretical characterization of a carbon electrode in vanadium redox flow batteries using X-ray absorption spectroscopy ( Read More )
JULY 26, 2024 Conference Paper Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design ( Read More )