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 |
|---|---|---|---|---|---|---|
| Machine Learning to support Operational Efficiency DOE-726 · SRS - ESB - Savannah River Site - Enterprise System Boundary | DOE | Pre-deployment | Not high-impact | Administrative Functions | Classical / predictive ML | Developed in-house |
| AI-Driven Predictive Maintenance for Mint Manufacturing Equipment and Production Assets MINT-02 · United States Mint (USM) | TREAS | Pre-deployment | Not high-impact | Information Technology | Classical / predictive ML | Not reported |
| CF Staff Review Comments SEC-9 · Division of Corporate Finance (CF) | SEC | Pre-deployment | Not high-impact | Other | Classical / predictive ML | Not reported |
| Identification of Potentially Manipulative Trading Activity in Registrant Data SEC-21 · Division of Examinations (EXAMS) | SEC | Pre-deployment | Not high-impact | Other | Classical / predictive ML | Not reported |
| Enhancing Analysis of SEC Web Engagement Trends Using AI SEC-54 · Office of Information Technology (OIT), Office of the Chief | SEC | Pre-deployment | Not high-impact | Service Delivery | Classical / predictive ML | Not reported |
| Identifying Citations of SEC Publications to Measure Market Impact SEC-55 · Office of the Chief Data Officer (OCDO), Office of Informati | SEC | Pre-deployment | Not high-impact | Service Delivery | Classical / predictive ML | Not reported |
| Analyzing Registered Offerings Data to Understand Capital Formation Trends SEC-56 · Office of Information Technology (OIT), Office of the Chief | SEC | Pre-deployment | Not high-impact | Other | Classical / predictive ML | Not reported |
| Analyzing EDGAR Search Trends to Understand Public Interest in Filings SEC-57 · Office of the Chief Data Officer (OCDO), Office of Informati | SEC | Pre-deployment | Not high-impact | Service Delivery | Classical / predictive ML | Not reported |
| Analyzing Form ADV Data to Identify Trends Among Investment Advisers SEC-58 · Office of the Chief Data Officer (OCDO), Office of Informati | SEC | Pre-deployment | Not high-impact | Other | Classical / predictive ML | Not reported |
| Anomaly Detection and Precursor Identification in UAV flight data NASA-1 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| ExoMiner discovery of ExoPlanets via data from the Kepler and TESS space telescopes NASA-10 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Explainable and robust deep semi-supervised model for multi-class anomaly detection in flight data NASA-11 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Transportation | Classical / predictive ML | Not reported |
| Machine Learning Airport Surface Model: Airport Configuration Prediction NASA-18 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Transportation | Classical / predictive ML | Not reported |
| Machine Learning Airport Surface Model: Arrival Runway Prediction NASA-19 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Transportation | Classical / predictive ML | Not reported |
| Machine Learning Airport Surface Model: Departure Runway Prediction NASA-20 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Transportation | Classical / predictive ML | Not reported |
| Machine Learning Airport Surface Model: Estimated ON Time Prediction NASA-21 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine Learning Airport Surface Model: Taxi-in Prediction NASA-22 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine Learning Airport Surface Model: Taxi-out Prediction NASA-23 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Transportation | Classical / predictive ML | Not reported |
| Unsupervised anomaly detection in flight data with deep variational autoencoders NASA-33 · ARC: Ames Research Center | NASA | Pre-deployment | Not high-impact | Transportation | Classical / predictive ML | Not reported |
| Aero-Engines AI - a machine-learning app for aircraft engine system-performance prediction NASA-35 · GRC: Glenn Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Graph Neural Networks for Airfoil Performance Prediction NASA-40 · GRC: Glenn Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Inverse Design of Materials NASA-41 · GRC: Glenn Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Applying machine learning techniques to enhance the sensitivity and selectivity of multifunctional sensor platform NASA-64 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Artificial Intelligent Co-Processor Slice with Google Coral TPU For Automated Onboard Data-Product Generation NASA-66 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Deep Learning for Communication-Limited Spacecraft NASA-93 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Development of new tools for detecting and assessing resilient agriculural systems farm performance NASA-97 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Earth Information System Fire Pilot NASA-100 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Enabling Autonomous Differential Drag Control and Attitude Maneuvering Using Onboard Artificial Intelligence (AI) for SmallSat Distributed Space Missions (DSMs) NASA-105 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Forest responses to climate change NASA-113 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| From Single Spacecraft to Synchronized Swarms: Fault Diagnosis for Distributed Spacecraft Mission Resilience NASA-123 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| HEASARC X-ray Spectra and Light Curve data sets NASA-127 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| High Rate Digital Spectrometer Enhancement with Neural Network AI NASA-128 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| High Resolution Earth and Planetary Atmospheric Predictions using Machine Learning NASA-129 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| HyperMapping with Hyperspectral Precise Pointing Optical Sensor (HYPPOS) for Decadal Survey Mission Pathfinder Activities NASA-133 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| M4OPT: Multi-Mission Multi-Messenger Observation Planning Toolkit NASA-148 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine Intelligence for Small Satellites NASA-149 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine Learning of Ocean Worlds Laboratory Analog Seawater Volatiles NASA-154 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| MERRAMax Automated feature selection NASA-161 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Multi-temporal analytic center framework NASA-166 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Optimization of Machine Learning Algorithms for Lidar to Detect Aerosols, Clouds, and the PBL (Planetary Boundary Layer) NASA-169 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Parameter estimation, emulator building, model tuning and sensitivity analysis of the ocean carbon cycle using ML NASA-171 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| PIC-ASIC Spectrometer Demonstration for Ultrawideband and Hyperspectral Microwave Sounding NASA-172 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| RAMjET: RApid Machine lEarned Triage - AI to classify astrophysical phenomena in photometric lightcurves NASA-182 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Research in Aritificial Intelligence for Spacecraft Resilience (RAISR) NASA-185 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Semi-Automatic Landslide Detection (SALaD) NASA-189 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| SpectraClass: Semi-supervised learning in a Jupyter Notebook NASA-192 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| SWaP-efficient, fast-wavelength-steering and time-division-multiplexing lidar technology capable of multi-beam ranging and concurrent hyper-spectral imaging NASA-198 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Toward Resilient Spacecraft: Artificially Intelligent Reasoning for Diagnosing Safe Modes NASA-201 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Towards Scientific Autonomy: Applying Machine Learning to MOMA Science Data NASA-202 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Training Data for Streamflow Estimation NASA-204 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |