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 |
|---|---|---|---|---|---|---|
| Automated identification of volcanic plumes NASA-851 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Correcting NASA NPOL weather radar beam blockage using machine learning approaches NASA-853 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| SOLARIS-AI: Analyze Planetary Modulation in Solar Activity Cycles (Prediction of solar storms possible?) NASA-856 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Specifying Properties Of Dayside Magnetopause Reconnection From A Machine-Learning Model For The Earth'S Cusps NASA-857 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Strategic Text Augmentation & Research Synthesis for Physics Innovation Narratives & Evaluations" NASA-858 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI Based VoIP Outage Prevention NASA-860 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Information Technology | Classical / predictive ML | Not reported |
| Machine Learning effort to calculate Parker Solar Probe magnetometer offsets NASA-862 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| A Forecasting Scheme For Accelerated Harmful Algal Bloom Monitoring (FASTHAB) NASA-865 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Instantaneous photosynthetically available radiation models for ocean waters using neural networks NASA-866 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Integrating Explainable Machine Learning with Physics for Enhanced Wildfire Detection in Observation-Constrained Environments NASA-868 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| The airborne Compact Fire Imager (CFI) for measurements across the entire fire lifecycle NASA-869 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Developing an ML-based subcolumn generator NASA-874 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine learning for X-ray astronomical spectroscopy NASA-876 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Data-Mining Similar Scenarios for Uncertainty Quantification of Solar Wind Predictions at L1 NASA-879 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| 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 |
| Managing Cybersecurity Controls NEA-0001 · NEA | NEA | Pre-deployment | Not high-impact | Cybersecurity | Classical / predictive ML | Not reported |
| PDF Optical Character Recognition (Images) FRB-0004 · Division of Information Technology | FRB | Pre-deployment | Not high-impact | Information Technology | Classical / predictive ML | Not reported |
| Credit Fragment Analysis FRB-0011 · Division of Research and Statistics | FRB | Pre-deployment | Not high-impact | Other | Classical / predictive ML | Not reported |
| Threshold Monitoring FRB-0041 · Division of Supervision and Regulation | FRB | Pre-deployment | Not high-impact | Other | Classical / predictive ML | Not reported |
| Supply and Demand Tool FRB-0042 · Division of Supervision and Regulation | FRB | Pre-deployment | Not high-impact | Other | Classical / predictive ML | Not reported |
| Outlier Detection FRB-0043 · Division of Supervision and Regulation | FRB | Pre-deployment | Not high-impact | Other | Classical / predictive ML | Not reported |
| Bank Performance Monitoring FRB-0045 · Division of Supervision and Regulation | FRB | Pre-deployment | Not high-impact | Other | Classical / predictive ML | Not reported |
| Financial System Data Analysis FRB-0051 · Division of Financial Stability | FRB | Pre-deployment | Not high-impact | Other | 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 |
| Enhanced Direct Enrollment Outlier Detection R0741 · HHS/CMS/CCIIO | HHS | Pre-deployment | Presumed high-impact, determined not | Information Technology | Classical / predictive ML | Not reported |
| IT System Utilization Optimization R0743 · HHS/CMS/CCIIO | HHS | Pre-deployment | Not high-impact | Information Technology | Classical / predictive ML | Not reported |
| Risk Adjustment Outlier Analysis R0744 · HHS/CMS/CCIIO | HHS | Pre-deployment | Not high-impact | Information Technology | Classical / predictive ML | Not reported |
| Agent/Broker Fraud Analysis (ABCQI) R0745 · HHS/CMS/CCIIO | HHS | Pre-deployment | Presumed high-impact, determined not | Information Technology | Classical / predictive ML | Not reported |