APRIL 3, 2025 Conference Paper Nature-GL: A Revolutionary Learning Paradigm Unleashing Nature’s Power in Real-World Spatial-Temporal Graph Learning ( Read More )
APRIL 3, 2025 Journal Article Machine-learning-enabled on-the-fly analysis of RHEED patterns during thin film deposition by molecular beam epitaxy ( Read More )
APRIL 1, 2025 Journal Article Hepatic SerpinA1 Improves Energy and Glucose Metabolism through Regulation of Preadipocyte Proliferation and UCP1 Expression ( Read More )
MARCH 26, 2025 Conference Paper Online Detection of Power Grid Anomalies via Federated Learning ( Read More )
MARCH 14, 2025 Journal Article Computational Tools and Data Integration to Accelerate Vaccine Development: Challenges, Opportunities, and Future Directions ( Read More )
MARCH 7, 2025 Journal Article Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations ( Read More )
MARCH 7, 2025 Journal Article Introducing Molecular Hypernetworks for Discovery in Multidimensional Metabolomics Data ( Read More )
MARCH 6, 2025 Journal Article Tackling the Curse of Dimensionality in Fractional and Tempered Fractional PDEs with Physics-Informed Neural Networks ( Read More )
MARCH 5, 2025 Journal Article Direct Experimental Constraints on the Spatial Extent of a Neutrino Wavepacket ( Read More )
MARCH 5, 2025 Conference Paper Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach ( Read More )
FEBRUARY 27, 2025 Journal Article Explainable Deep Learning for Insights in El Nino and River Flows ( Read More )
FEBRUARY 26, 2025 Journal Article Parallel implementation of the Density Matrix Renormalization Group method achieving a quarter petaFLOPS performance on a single DGX-H100 GPU node ( Read More )
FEBRUARY 20, 2025 Journal Article Coupling flux balance analysis with reactive transport modeling through machine learning for rapid and stable simulation of microbial metabolic switching ( Read More )
FEBRUARY 12, 2025 Journal Article Annotation of DOM metabolomes with an ultrahigh resolution mass spectrometry molecular formula library ( Read More )
FEBRUARY 11, 2025 Journal Article Analyzing Inference Workloads for Spatiotemporal Modeling ( Read More )
FEBRUARY 11, 2025 Journal Article Improving Microstructures Segmentation via Pretraining with Synthetic Data ( Read More )
FEBRUARY 5, 2025 Journal Article Neural Lumped Parameter Differential Equations with Application in Friction-Stir Processing ( Read More )
FEBRUARY 4, 2025 Journal Article Structural, functional, and regulatory evaluation of a cysteine post-translationally modified Gcn5-related N-acetyltransferase ( Read More )
JANUARY 30, 2025 Journal Article Stacked networks improve physics-informed training: applications to neural networks and deep operator networks ( Read More )