JANUARY 3, 2025 Conference Paper Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning ( Read More )
JANUARY 3, 2025 Journal Article Randomized physics-informed machine learning for uncertainty quantification in high-dimensional inverse problems ( 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 26, 2024 Journal Article Lambda-PFLOTRAN: A Workflow for Incorporating Organic Matter Chemistry Informed by Ultra High Resolution Mass Spectrometry into Biogeochemical Modeling ( Read More )
DECEMBER 24, 2024 Journal Article On the Prediction of Aerosol-Cloud Interactions Within a Data-Driven Framework ( Read More )
DECEMBER 19, 2024 Journal Article Riverine dissolved organic matter transformations increase with watershed area, water residence time, and Damköhler numbers in nested watersheds ( Read More )
DECEMBER 14, 2024 Journal Article Prediction of Distributed River Sediment Respiration Rates using Community-Generated Data and Machine Learning ( Read More )
DECEMBER 11, 2024 Journal Article Tracking the topology of neural manifolds across populations ( Read More )
DECEMBER 3, 2024 Journal Article Quantifying streambed grain size, uncertainty, and hydrobiogeochemical parameters using machine learning model YOLO ( 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 )
NOVEMBER 28, 2024 Journal Article CACTUS: Chemistry Agent Connecting Tool Usage to Science ( Read More )
NOVEMBER 27, 2024 Report Emergency Management of Tomorrow Research – Task 3B Research and Development Community Awareness: Eliciting Emergency Management Stakeholder Input ( Read More )
NOVEMBER 22, 2024 Conference Paper Synchrophasor Data Anomaly Detection on Grid Edge by 5G Communication and Adjacent Compute ( Read More )
NOVEMBER 21, 2024 Conference Paper SCITUNE: Aligning Large Language Models with Human-Curated Scientific Multimodal Instructions ( Read More )
NOVEMBER 21, 2024 Report The VIBES Are Shifting: Assessing Emergent Capabilities in Multi-Modal Models ( Read More )
NOVEMBER 21, 2024 Report Efficient Hybrid Attack Graph Generation for Cyber-Physical System Resilience Experimentation: Final Project Report ( Read More )
NOVEMBER 20, 2024 Journal Article Large disagreements in estimates of urban land across scales and their implications ( Read More )