APRIL 3, 2025 Conference Paper Unlocking Scholarly Insights: Leveraging Machine Learning Approaches for Citation Analysis and Intent Classification ( Read More )
APRIL 3, 2025 Book Chapter Physics-informed Deep Reinforcement Learning-based Control in Power systems ( 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 )
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 )
MARCH 26, 2025 Conference Paper Enhancing Solar Power Forecasting with Regularized Constrained Quantile Regression Averaging and Bootstrapping Techniques ( Read More )
MARCH 26, 2025 Conference Paper Online Detection of Power Grid Anomalies via Federated Learning ( Read More )
MARCH 14, 2025 Journal Article Characterizing How Meteorological Forcing Selection and Parameter Uncertainty Influence Community Land Model Version 5 Hydrological Applications in the United States ( 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 Characterizing and communicating uncertainty: lessons from NASA’s Carbon Monitoring System ( 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 27, 2025 Journal Article Linking large-scale weather patterns to observed and modeled turbine hub-height winds offshore of the U.S. West Coast ( Read More )
FEBRUARY 20, 2025 Journal Article Examining future changes in coastal low-level jet properties offshore California through dynamical downscaling ( 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 )