AUGUST 7, 2024 Conference Paper GOLEM: GOld standard for Learning and Evaluation of Motifs ( Read More )
AUGUST 7, 2024 Conference Paper Red-QAOA: Efficient Variational Optimization through Circuit Reduction ( Read More )
AUGUST 6, 2024 Journal Article Reduced-Order Modeling for Linearized Representations of Microphysical Process Rates ( Read More )
AUGUST 6, 2024 Conference Paper FuseIM: Fusing Probabilistic Traversals for Influence Maximization on Exascale 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 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 6, 2024 Journal Article Automating the Detection of Hydrological Barriers and Fragmentation in Wetlands using Deep Learning and InSAR ( 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 Journal Article Biosphere Futures: a database of social-ecological scenarios ( 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 Investigating the impacts of solid phase extraction on dissolved organic matter optical signatures and the pairing with high-resolution mass spectrometry data across a freshwater stream network ( 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 Journal Article Integrated Effects of Site Hydrology and Vegetation on Exchange Fluxes and Nutrient Cycling at a Coastal Terrestrial-Aquatic Interface ( Read More )
JULY 26, 2024 Conference Paper Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design ( Read More )
JULY 26, 2024 Journal Article A multifidelity approach to continual learning for physical systems ( Read More )
JULY 26, 2024 Journal Article GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization ( Read More )