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 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 Conference Paper Benchmarking Optimizers for Qumode State Preparation with Variational Quantum Algorithms ( 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 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 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 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 )
JANUARY 30, 2025 Journal Article Stacked networks improve physics-informed training: applications to neural networks and deep operator networks ( Read More )
JANUARY 30, 2025 Journal Article SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation ( Read More )
JANUARY 28, 2025 Conference Paper Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches ( Read More )
JANUARY 8, 2025 Journal Article Scientific machine learning for closure models in multiscale problems: A review ( Read More )