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
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
Autoresolver/Tailored Arrival Manager NASA-5 · ARC: Ames Research Center	NASA	Pre-deployment	Not high-impact	Transportation	Agentic AI	Not reported
Distributed Spacecraft Autonomy NASA-9 · ARC: Ames Research Center	NASA	Pre-deployment	Not high-impact	Science	Agentic AI	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
MADI - Strategic Foresight and Knowledge Management infrastructure for ARMD/TACP/CAS NASA-42 · GRC: Glenn Research Center	NASA	Pre-deployment	Not high-impact	Science	Natural language processing	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
cFS High Performance Computing Framework (cFS HPCF) NASA-80 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Other	Not reported
Creating U-Net + LSTM Hybrid Architecture for Image Series Analysis NASA-89 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Computer vision	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
Knowledge Capture: helionauts.org NASA-143 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Natural language processing	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
Portable flow inferencing device using Fourier Ptychography and Deep Learning for detection of biosignatures NASA-175 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Computer vision	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
Reconstruction of cloud vertical structure NASA-183 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Generative AI	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
Science Translation with AI NASA-187 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Natural language processing	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