AI use-case explorer
AI use cases
Search and filter every reported use case. Open a record for the agency's full description, governance answers and source provenance.
Columns (7)
| Use case | Agency | Stage | High-impact | Topic area | AI classification | Sourcing |
|---|---|---|---|---|---|---|
| Flarenet NASA-880 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Uniting Physics and Machine Learning for Enhanced Heliophysics Insights NASA-882 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Cloud translator for large-scale models NASA-884 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI/ML for Anomaly Detection and Health Monitoring for the NSN NASA-886 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Roman Space Telecope WFI Pupil alignment verification NASA-890 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| A hybrid machine learning approach for calibration and regionalization of LSM soil and vegetation parameters NASA-891 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Mapping anthropogenic water cycle impacts in a future climate: A global digital twin for scenario-driven exploration NASA-892 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Nominal Forecast Sub System for the NASA Coastal Zone Digital Twin NASA-893 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Development of a next-generation snow and ice product (SNIP) for operational applications NASA-895 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Simultaneous emulation and downscaling of modeled soil state variables with machine learning NASA-896 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Developing high-resolution multidecadal satellite remote sensing-based snow lifecycle reanalysis products over the Northern Hemisphere NASA-898 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| ML-Driven Wide Field Instrument (WFI) Image Calibration NASA-902 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Bump in the Wire (BITW) NASA-905 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Point spread function (PSF) calibration using machine learning (ML) techniques. NASA-906 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine learning for low-order wavefront sensing NASA-907 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Estimating Ocean Color Properties from TEMPO NASA-914 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Development of a Next-Generation Ensemble Prediction System for Atmospheric Composition NASA-915 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| XMM-GPT NASA-916 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Gap-filled and downscaled vegetation composited index derived from satellite optical observations NASA-929 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Lunar Foundation Model for Planetary Sciences NASA-930 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Object classification, change detection, and anomaly detection in LiDAR and other point cloud datasets. NASA-934 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Research to Operations Platform NASA-936 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Pathogen strain characterization from mixed strain samples R0698 · HHS/CDC | HHS | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Beryllium exposure reconstruction R0723 · HHS/CDC | HHS | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI-Enhanced FDA Regulated Commodity Consumption Pattern Analysis R0873 · HHS/FDA/OCS | HHS | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| HEAL Portfolio Topic Analysis R1008 · HHS/NIH | HHS | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Determining how federal pain resarch has responded to the Federal Pain Research Strategy. R1009 · HHS/NIH | HHS | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Conservation Effects Assessment Project USDA-037 · Farm Production and Conservation | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| NASS Automated Editing Tool USDA-066 · Research, Education and Economics | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Forest based and boosted classification and regression methods USDA-123 · Natural Resources and Environment | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| MaxEnt/ENMeval models of habitat suitability USDA-124 · Natural Resources and Environment | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| A wetland-based habitat suitability model for Spotted Turtles in West Virginia USDA-127 · Natural Resources and Environment | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Projected contemporary habitat distribution and quality for wood turtles in the midwestern United States USDA-128 · Natural Resources and Environment | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Amphibians reveal unexpectedly large differences in potential environmental change responses among ecologically similar habitat specialists USDA-129 · Natural Resources and Environment | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Projected future changes in the geographic distributions of the threatened Plethodon nettingi and a potential competitor USDA-130 · Natural Resources and Environment | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Timber products output Sample Design Evaluation and Enhancement USDA-166 · Natural Resources and Environment | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Preseason Corn and Soybeans Forecasts USDA-170 · Research, Education and Economics | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Farm Services Agency (FSA) Acreage Coverage Evaluation USDA-171 · Research, Education and Economics | USDA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| PestScore VA: AI-Driven Pest Risk Forecasting VA-25-4094 · VHA: Veterans Health Administration | VA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Advanced Anomaly & Changepoint Detection TREASURY-OFR-006 · Office of Financial Research (OFR) | TREAS | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| ORNL: AI for Transportation and Mobility DOE-331 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Science | Classical / predictive ML | Not reported |
| ORNL: AI for Energy Generation and Distribution DOE-333 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Science | Classical / predictive ML | Not reported |
| ORNL: AI for Advanced Manufacturing DOE-334 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Science | Classical / predictive ML | Not reported |
| ORNL: AI for Neutron Science DOE-338 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Science | Classical / predictive ML | Not reported |
| ORNL: AI for Fusion Energy DOE-340 · ORNL - Oak Ridge National Laboratory (SC43 OIM) | DOE | Pre-deployment | High-impact | Science | Classical / predictive ML | Not reported |
| Advanced Peer to Peer Transactive Energy Platform with Predictive Optimization DOE-506 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Nanoparticle growth kinetics and mechanism DOE-513 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Center for Mesoscale Transport Properties DOE-516 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Develop a Machine Learning Framework for Optimal Computational Campaigns for Complex Uncertain Systems DOE-517 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI/ML in High Energy Physics Research DOE-523 · BNL - Brookhaven National Laboratory (SC43 OIM) | DOE | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |