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 17, 2024 Journal Article Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-based Battery Enclosures for Crashworthiness ( 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 Journal Article Identifying Sample Provenance from SEM/EDS Automated Particle Analysis via Few-shot Learning coupled with Similarity Graph Clustering ( Read More )
SEPTEMBER 19, 2024 Conference Paper Event-to-Video Conversion for Overhead Object Detection ( Read More )
SEPTEMBER 19, 2024 Conference Paper Three-Stage Adjusted Regression Forecasting for Software Defect Prediction ( Read More )
SEPTEMBER 19, 2024 Journal Article Real-Time Tracking of Structural Evolution in 2D MXenes using Theory-Enhanced Machine Learning ( Read More )
SEPTEMBER 19, 2024 Conference Paper A Method for Producing Hierarchical and Statistically Calibrated Predictions of Nuclear Material Properties from Existing Models ( 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 Journal Article QC-GN2oMS2: a Graph Neural Net for High Resolution Mass Spectra Prediction ( Read More )
AUGUST 7, 2024 Conference Paper GOLEM: GOld standard for Learning and Evaluation of Motifs ( Read More )
AUGUST 7, 2024 Journal Article Machine Learning Analysis of Impact of Western US Fires on Central US Hailstorms ( Read More )
AUGUST 6, 2024 Conference Paper A Deep Multimodal Representation Learning Framework for Accurate Molecular Properties Prediction ( Read More )
AUGUST 6, 2024 Conference Paper Evaluating Emerging AI/ML Accelerators: IPU, RDU, and and NVIDIA/AMD GPUs ( Read More )