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 |
|---|---|---|---|---|---|---|
| Improving greenhouse gas retrievals using a PCA-NN technique NASA-628 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Improving quality of SO2 retrievals using a machine learning based analysis technique NASA-629 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Improving uncertainty characterization for PACE polarimeters NASA-630 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Integrating Research in Artificial Intelligence for Spacecraft Resilience (RAISR) into a FlatSat Hardware System NASA-631 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Investigating the vanishing martian induced magnetosphere boundary using a Machine Learning approach NASA-632 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Localized air quality forecasts for cities in Africa and South America NASA-636 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine Learning for Space Mission Applications NASA-639 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine Learning volcanic SO2 height retrievals NASA-640 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine-enabled modeling of terminus ablation for Greenland's outlet glaciers NASA-641 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine-Learning based Auroral Ionospheric electrodynamics Model (ML-AIM) NASA-642 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine-learning based radiative transfer model and LWP/IWP NASA-643 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| MAGSTAR: Magnetometer Interference Mitigation with Statistical Decomposition and Artificial Intelligence NASA-644 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Making a long-term data record of opportunistic experiments with deep learning NASA-645 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| MATISSE: MAchine inTelligence for Small SatellitEs - application of AI to permit autonomic science triage for small, power starved satellites NASA-646 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| MAVEN observation of Kelvin-Helmholtz Vortices using Statistical and Machine Learning Techniques NASA-647 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Message Anomaly Detection for Command and Telemetry Systems (MADCAT) NASA-648 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Modeling NICER background NASA-649 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| NAMASTE NASA-650 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| NASA Evolutionary Programming Analytic Center (NEPAC) NASA-651 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| National Forest Mapping Old Growth Forest NASA-652 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Natural Language Processing and Topic Modeling of the 25-Year General Coordinates Network (GCN) Circulars Archive NASA-653 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Natural language processing | Not reported |
| Navajo Nation Feature Mapping NASA-654 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Neural Network based observation operator to bias correct SMAP brightness temperatures for assimilation NASA-655 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Neutron star synthetic wave form generation NASA-656 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Next generation cloud and aerosol parameterizations for atmospheric models NASA-657 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Nitrogen dioxide retrieval using hyper-spectral imagers NASA-658 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Physics of neural network power-law scaling NASA-659 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Planetary Trajectory Design Using Generative AI Tools NASA-660 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Planted Area mapping in food insecure conflict zones NASA-661 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| PM2.5 Estimation using MERRA2 and Advanced machine learning model over US NASA-662 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| PM2.5 Product development using AERONET data NASA-663 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Prediction of Spaceflight Mass Spectrometry Chemical Information with Neural Networks NASA-664 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Prediction of whitecaps NASA-665 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Quantifying Uncertainty and Constraining Parameterizations of Clouds in Earth System Models using NASA Observations NASA-666 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Rangelands Water Monitoring and Forecasting System NASA-667 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Reconstruction of VIIRS Level1 geolocation data NASA-668 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Reproducing surface irradiance and penetration depth retrievals using machine learning NASA-669 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| RST I&T Science Data Telemetry Query NASA-670 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| RST Image Anomaly Detection NASA-671 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| SatVision: Precursor for a foundation model developed using MODIS surface reflectance data NASA-672 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Science Autonomy Applications for ExoMars/MOMA NASA-673 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Science Keyword Link Prediction NASA-674 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Self-supervised learning for modeling gamma-ray variability in blazars NASA-675 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Smart NINT NASA-678 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Software Issue Classification with LLM NASA-680 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Information Technology | Natural language processing | Not reported |
| SpRInT to Advance the SOA of Intelligent Space Systems NASA-683 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Super Resolution to enhance climate reanalysis data NASA-684 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Computer vision | Not reported |
| Super-Resolution for Nighttime Lights NASA-685 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Computer vision | Not reported |
| Terrain Modeling and Landmark Navigation with Radiance Fields NASA-686 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Terrestrial Environmental Rapid-Replicating and Assimilation Hydrometeorological (TERRAHydro) System NASA-687 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |