NOVEMBER 18, 2024 Journal Article Attributing human mortality from fire PM2.5 to climate change ( Read More )
NOVEMBER 18, 2024 Conference Paper Invertible Temper Modeling using Normalizing Flows and the Effects of Structure Preserving Loss ( Read More )
NOVEMBER 18, 2024 Report Open Call LDRD: Physically Informed Autoencoders for Galactic Redshift Regression ( Read More )
NOVEMBER 18, 2024 Conference Paper Early Exploration of a Flexible Framework for Efficient Quantum Linear Solvers in Power Systems ( Read More )
NOVEMBER 18, 2024 Conference Paper SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC Applications ( Read More )
NOVEMBER 18, 2024 Journal Article Quantifying structural errors in cloud condensation nuclei activity from reduced representation of aerosol size distributions ( Read More )
NOVEMBER 18, 2024 Journal Article DiffESM: Conditional Emulation of Temperature and Precipitation in Earth System Models with 3D Diffusion Models ( 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 Journal Article Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers ( Read More )
OCTOBER 17, 2024 Conference Paper AGS-GNN: Attribute-guided Sampling for Graph Neural Networks ( 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 Advancing the Prediction of MS/MS Spectra using Machine Learning ( 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 )
SEPTEMBER 26, 2024 Journal Article Responses of Summer Mesoscale Convective Systems to Irrigation over the North China Plain based on Convection-Permitting Model Simulations ( 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 19, 2024 Journal Article Real-Time Tracking of Structural Evolution in 2D MXenes using Theory-Enhanced Machine Learning ( Read More )