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.

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Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
AEGIS: Autonomous Exploration for Gathering Increased Science NASA-214 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
CLASP Coverage Planning & Scheduling NASA-221 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Enhanced AutoNav for Perseverance Rover on Mars NASA-225 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
MLNav (Machine Learning Navigation) NASA-234 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Presumed high-impact, determined not	Science	Classical / predictive ML	Developed in-house
Perseverance Rover on Mars - Terrain Relative Navigation NASA-237 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
SensorWeb: Volcano, Flood, Wildfire, and others. NASA-451 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Global, Seasonal Mars Frost Maps NASA-708 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Near-real-time aerosol retrievals from OMPS Limb Profiler measurements NASA-848 · GSFC: Goddard Space Flight Center	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Retrieving stratospheric water vapor from OMPS Limb Profiler measurements NASA-849 · GSFC: Goddard Space Flight Center	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Application of ML to Detection of Anomalies in Spacecraft Health and Status Data NASA-854 · GSFC: Goddard Space Flight Center	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Dirty Vacuum rated 6-Axis Robotic Arm Toolpathing NASA-928 · MSFC: Marshall Space Flight Center	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Design Optimization of Turbomachinery Rotor Blades using Neural Network Surrogate Models NASA-526 · GRC: Glenn Research Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Implement machine learning in NMIS to assist with mishap coding NASA-545 · OSMA: Office of the Chief Safety & Mission Assurance	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Adaptive Problem Solving / Hyperparameter Optimization NASA-809 · JPL: Jet Propulsion Laboratory	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Time Series Forecasting, Evaluation and Deployment (Time-FED) NASA-814 · JPL: Jet Propulsion Laboratory	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
AI Risk-aware task and motion planning for snake-like robots in icy enviroments NASA-815 · JPL: Jet Propulsion Laboratory	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Retrieving stratospheric NO2 profiles from OMPS Limb Profiler measurements NASA-850 · GSFC: Goddard Space Flight Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Quantification of Uncertainty Analysis Toolkit (QUAnT) NASA-861 · GSFC: Goddard Space Flight Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Anomaly detection in aeronautics data with quantum-compatible discrete deep generative model NASA-13 · ARC: Ames Research Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine learning for prediction and factor analysis of laser forming parameters NASA-932 · MSFC: Marshall Space Flight Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
RDUST Regolith Dust Universal System Tracker NASA-935 · MSFC: Marshall Space Flight Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
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
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
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