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SEPTEMBER 18, 2025 Journal Article Self-adaptive weights based on balanced residual decay rate for physics-informed neural networks and deep operator networks ( Read More )
SEPTEMBER 17, 2025 Journal Article Projecting U.S. coastal storm surge risks and impacts with deep learning ( Read More )
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AUGUST 29, 2025 Journal Article Projected Increases in Tropical Cyclone-induced U.S. Electric Power Outage Risk ( Read More )
AUGUST 28, 2025 Conference Paper Classification of Ultrasonic B-Scan Images from Welding Defects Using A Convolutional Neural Network ( Read More )
AUGUST 27, 2025 Journal Article Computationally Efficient Models for Aqueous Organic Redox Flow Batteries ( Read More )
AUGUST 26, 2025 Journal Article Designing Moderately-Solvating Electrolytes for High-Performance Lithium-Sulfur Batteries ( Read More )
AUGUST 26, 2025 Report NEPATEC v2.0: Standardized Metadata and Text Corpus of National Environmental Policy Act Documents ( Read More )
AUGUST 22, 2025 Journal Article Evaluation of antifouling surfaces using a method that employs mussel larvae settlement quantified by machine learning ( Read More )
AUGUST 21, 2025 Journal Article Electrochemically modulated single-molecule localization microscopy for in vitro imaging cytoskeletal protein structures ( Read More )
AUGUST 20, 2025 Conference Paper Reliability Testing of Commercial Li-ion Battery Cells for Electrochemical Energy Storages (EES) ( Read More )
AUGUST 15, 2025 Conference Paper Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models ( Read More )
AUGUST 13, 2025 Journal Article An integrated high-throughput robotic platform and active learning approach for accelerated discovery of optimal electrolyte formulations ( Read More )
AUGUST 13, 2025 Conference Paper Frequency Control and Disturbance Containment Using Grid-Forming Embedded Storage Networks ( Read More )
AUGUST 8, 2025 Conference Paper DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models ( Read More )
AUGUST 7, 2025 Journal Article A derecho climatology (2004-2021) in the United States based on machine learning identification of bow echoes ( Read More )
AUGUST 6, 2025 Report Materials Characterization, Prediction and Control Project: Summary Report on Data Analytics Framework ( Read More )