NOVEMBER 18, 2024 Conference Paper Extending Power of Nature from Binary Problems to Real-Valued Graph Learning in Real World ( Read More )
NOVEMBER 18, 2024 Journal Article Global variability in atmospheric new particle formation mechanisms ( Read More )
NOVEMBER 18, 2024 Conference Paper Topological and Dynamical Representations for Radio Frequency Signal Classification ( Read More )
NOVEMBER 18, 2024 Conference Paper SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC Applications ( Read More )
NOVEMBER 18, 2024 Report Open Call LDRD: Physically Informed Autoencoders for Galactic Redshift Regression ( Read More )
NOVEMBER 18, 2024 Journal Article Attributing human mortality from fire PM2.5 to climate change ( Read More )
NOVEMBER 18, 2024 Journal Article Envisioning U.S. Climate Predictions and Projections to Meet New Challenges ( Read More )
NOVEMBER 18, 2024 Conference Paper Invertible Temper Modeling using Normalizing Flows and the Effects of Structure Preserving Loss ( Read More )
OCTOBER 17, 2024 Journal Article Enhanced Detection of Primary Biological Aerosol Particles Using Machine Learning and Single Particle Measurement ( Read More )
OCTOBER 17, 2024 Journal Article Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-based Battery Enclosures for Crashworthiness ( Read More )
OCTOBER 17, 2024 Conference Paper AGS-GNN: Attribute-guided Sampling for Graph Neural Networks ( Read More )
OCTOBER 17, 2024 Journal Article Advancing the Prediction of MS/MS Spectra using Machine Learning ( Read More )
OCTOBER 17, 2024 Journal Article Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers ( Read More )
OCTOBER 16, 2024 Journal Article Development of a multi-layer canopy model for E3SM Land Model with support for heterogeneous computing ( Read More )
OCTOBER 8, 2024 Report An ML-based terrestrial data fusion and augmentation framework to enable advanced understanding of the terrestrial carbon and water interactions ( Read More )
OCTOBER 1, 2024 Journal Article The hydrogen economy can reduce costs of climate change mitigation by up to 22% ( Read More )