NOVEMBER 18, 2024 Report Open Call LDRD: Physically Informed Autoencoders for Galactic Redshift Regression ( Read More )
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 DiffESM: Conditional Emulation of Temperature and Precipitation in Earth System Models with 3D Diffusion Models ( Read More )
NOVEMBER 18, 2024 Journal Article Effect of radiation defects on grain boundary evolution under shock loading ( 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 Conference Paper Topological and Dynamical Representations for Radio Frequency Signal Classification ( 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 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 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 )
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 A Machine Learning Bias Correction of Large-scale Environment of High-Impact Weather Systems in E3SM Atmosphere Model ( Read More )
SEPTEMBER 19, 2024 Conference Paper Event-to-Video Conversion for Overhead Object Detection ( Read More )
SEPTEMBER 19, 2024 Journal Article QC-GN2oMS2: a Graph Neural Net for High Resolution Mass Spectra Prediction ( Read More )
SEPTEMBER 19, 2024 Journal Article Optimizing Parameter Learning and Calibration in an Integrated Hydrological Model: Impact of Observation Length and Information ( Read More )
SEPTEMBER 19, 2024 Conference Paper Three-Stage Adjusted Regression Forecasting for Software Defect Prediction ( Read More )