NOVEMBER 18, 2024 Journal Article Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications ( 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 Unique Temperature Trend Pattern Associated with Internally Driven Global Cooling and Arctic Warming during 1980-2022 ( 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 Conference Paper Spread spectrum time domain reflectometry (SSTDR) and frequency domain reflectometry (FDR) cable inspection using machine learning ( 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 Invertible Temper Modeling using Normalizing Flows and the Effects of Structure Preserving Loss ( 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 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 Journal Article Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers ( Read More )
OCTOBER 4, 2024 Conference Paper Realizing the Residential Electrification Opportunity: One Heat Pump at a Time ( Read More )
SEPTEMBER 20, 2024 Conference Paper RAP: Resource-aware Automated GPU Sharing for Multi-GPU Recommendation Model Training and Input Preprocessing ( Read More )