JANUARY 8, 2025 Journal Article Machine Learning Prediction of Nitric Acid Extraction Behavior in PUREX Process ( Read More )
JANUARY 8, 2025 Conference Paper SNNPG: Using Spiking Neural Networks to Detect Attacks in the Power Grid ( 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 Accurate and Data-Efficient Micro X-ray Diffraction Phase Identification Using Multitask Learning: Application to Hydrothermal Fluids ( Read More )
JANUARY 8, 2025 Journal Article Scientific machine learning for closure models in multiscale problems: A review ( Read More )
JANUARY 7, 2025 Journal Article Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy ( Read More )
JANUARY 3, 2025 Journal Article Randomized physics-informed machine learning for uncertainty quantification in high-dimensional inverse problems ( Read More )
JANUARY 3, 2025 Conference Paper Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning ( Read More )
JANUARY 3, 2025 Conference Paper Validation of Phasor-Domain Transmission and Distribution Co-simulation Against Electromagnetic Transient Simulation ( Read More )
DECEMBER 31, 2024 Report Automated Energy-Dispersive X-ray Spectroscopy Analysis for Multi-Modal Few-Shot Learning ( Read More )
DECEMBER 27, 2024 Journal Article Improved Enzyme Functional Annotation Prediction Using Contrastive Learning with Structural Inference ( Read More )
DECEMBER 24, 2024 Journal Article On the Prediction of Aerosol-Cloud Interactions Within a Data-Driven Framework ( Read More )
DECEMBER 11, 2024 Journal Article Tracking the topology of neural manifolds across populations ( Read More )
DECEMBER 6, 2024 Journal Article Towards Intelligent Emergency Control for Large-scale Power Systems: Convergence of Learning, Physics, Computing and Control ( Read More )
DECEMBER 5, 2024 Journal Article A Review of Edge Computing Technology and its Applications in Power Systems ( Read More )
DECEMBER 3, 2024 Report Survey of Use Cases and Scenarios on the Open Energy Data Initiative Solar Systems Integration (OEDI SI) Platform ( Read More )
DECEMBER 3, 2024 Journal Article Anomaly Detection and Approximate Similarity Searches of Transients in Real-time Data Streams ( Read More )
DECEMBER 3, 2024 Conference Paper MassiveGNN: Efficient Training via Prefetching for Massively Connected Distributed Graphs ( Read More )
DECEMBER 3, 2024 Journal Article Quantifying streambed grain size, uncertainty, and hydrobiogeochemical parameters using machine learning model YOLO ( Read More )