JULY 26, 2024 Journal Article Development of a full-scale connected U-Net for reflectivity inpainting in spaceborne radar blind zones ( Read More )
JULY 26, 2024 Conference Paper Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design ( Read More )
JULY 26, 2024 Journal Article Approximate Dynamic Programming with Enhanced Off-policy Learning for Coordinating Distributed Energy Resources ( Read More )
JULY 26, 2024 Journal Article GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization ( Read More )
JULY 26, 2024 Journal Article A multifidelity approach to continual learning for physical systems ( Read More )
JULY 26, 2024 Journal Article A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity ( Read More )
JULY 26, 2024 Conference Paper Convex Q-Learning in Continuous Time with Application to Dispatch of Distributed Energy Resources ( Read More )
MAY 10, 2024 Journal Article A Computational Framework for Control Co-design of Resilient Cyber-Physical Systems with Applications to Microgrids ( Read More )
MAY 7, 2024 Journal Article Efficient Learning of Power Grid Voltage Control Strategies via Model-based Deep Reinforcement Learning ( Read More )
APRIL 26, 2024 Journal Article Weather Systems Connecting Modes of Climate Variability to Regional Hydroclimate Extremes ( Read More )
APRIL 26, 2024 Conference Paper A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices ( Read More )
APRIL 20, 2024 Report Visualizing Uranium Crystallization from Melt: Experiment-Informed Phase Field Modeling and Machine Learning ( Read More )
APRIL 4, 2024 Journal Article Leveraging Artificial Intelligence to Expedite Antibody Design and Enhance Antibody-Antigen Interactions ( Read More )
APRIL 2, 2024 Journal Article Fine-tuning TrailMap: The utility of transfer learning to improve the performance of deep learning in axon segmentation of light-sheet microscopy images ( Read More )
MARCH 28, 2024 Conference Paper AutoReP: Automatic ReLU Replacement for Fast Private Network Inference ( Read More )
MARCH 15, 2024 Journal Article Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations ( Read More )