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 17, 2025 Report Whole Algae Hydrothermal Liquefaction and Upgrading: A review of progress and challenges and insight into the future ( Read More )
JANUARY 15, 2025 Report 2024 Case Study: Hydrothermal Liquefaction of Biomass Sources at a Wastewater Treatment Facility ( Read More )
JANUARY 8, 2025 Conference Paper Bridging the Gap Between LLMs and LNS with Dynamic Data Format and Architecture Codesign ( Read More )
JANUARY 8, 2025 Journal Article Scientific machine learning for closure models in multiscale problems: A review ( Read More )
JANUARY 8, 2025 Conference Paper CHEMREASONER: Heuristic Search over a Large Language Model’s Knowledge Space using Quantum-Chemical Feedback ( Read More )
JANUARY 8, 2025 Conference Paper Transformer Masked Autoencoders for RF Device Fingerprinting ( Read More )
JANUARY 8, 2025 Conference Paper HUMAN-ARTIFICIAL INTELLIGENCE TEAMING FOR THE U.S. NAVY: DEVELOPING A HOLISTIC RESEARCH ROADMAP ( Read More )
JANUARY 8, 2025 Conference Paper SNNPG: Using Spiking Neural Networks to Detect Attacks in the Power Grid ( Read More )
JANUARY 8, 2025 Journal Article Machine Learning Prediction of Nitric Acid Extraction Behavior in PUREX Process ( Read More )
JANUARY 8, 2025 Journal Article Accelerating Computational Fluid Dynamics Simulation of Post-combustion Carbon Capture Modeling with MeshGraphNets ( Read More )