MAY 21, 2025 Conference Paper Deep Multi-Agent Reinforcement Learning for Real-World Signalized Traffic Corridor Control ( Read More )
MAY 21, 2025 Journal Article Improved representation of black carbon mixing structures suggests stronger direct radiative heating ( Read More )
MAY 15, 2025 Conference Paper Metric Learning to Accelerate Convergence of Operator Splitting Methods ( Read More )
MAY 15, 2025 Conference Paper Adaptive Quantum Generative Training using an Unbounded Loss Function ( Read More )
MAY 15, 2025 Conference Paper GraphAide: Advanced Graph-Assisted Query and Reasoning System ( Read More )
MAY 14, 2025 Book Chapter Artificial Intelligence and Machine Learning Applications in Modern Power Systems ( Read More )
MAY 14, 2025 Journal Article Exploring Randomly Wired Neural Networks for Climate Model Emulation ( Read More )
MAY 14, 2025 Conference Paper Location generalizability of image-based air quality models ( Read More )
MAY 14, 2025 Conference Paper ClimGen: Learning the Forcing-Response Relationship in Climate System ( Read More )
MAY 13, 2025 Journal Article GALIC: Hybrid Multi-Qubitwise Pauli Grouping for Quantum Computing Measurement ( Read More )
MAY 9, 2025 Conference Paper Scalable Circuit Cutting and Scheduling in a Resource-constrained and Distributed Quantum System ( Read More )
MAY 9, 2025 Journal Article Potential quantum advantage for simulation of fluid dynamics ( Read More )
MAY 6, 2025 Journal Article Adding labile carbon to peatland soils triggers deep carbon breakdown ( Read More )
MAY 6, 2025 Journal Article Effective Many-body Interactions in Reduced-Dimensionality Spaces Through Neural Network Models ( Read More )
MAY 2, 2025 Journal Article Toward a Machine Learning Approach to Interpreting X-ray Spectra of Trace Impurities by Converting XANES to EXAFS ( Read More )
MAY 2, 2025 Conference Paper PQML: Enabling the Predictive Reproducibility on NISQ Machines for Quantum ML Applications ( Read More )
MAY 2, 2025 Journal Article An Intercomparison of Wall Fluxes in a Turbulent Thermal Convection Chamber: Direct Numerical Simulations and Wall-Modeled Large-Eddy Simulations Enhanced by Machine Learning ( Read More )
MAY 2, 2025 Conference Paper Distributed-Memory Sparse Deep Neural Network Inference Using Global Arrays ( Read More )
APRIL 23, 2025 Journal Article Unleashed from Constrained Optimization: Quantum Computing for Quantum Chemistry Employing Generator Coordinate Inspired Method ( Read More )