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 |
|---|---|---|---|---|---|---|
| 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 |
| 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 |
| 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 |
| Text to Spacecraft NASA-688 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| The evaluation of clouds in R21C data via a ML-based MODIS simulator NASA-690 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Toward ice sheet surface data assimilation: Employing satellite observations and machine learning to improve model representation of ice sheet surface melt NASA-692 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| TxP: Artificial Intelligence for Curation (AI-Cure) NASA-718 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Fast Machine Learning Lidar Surrogate Simulator: For Pristine Clear Sky NASA-721 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| A Neural Network Parametrization of Volumetric Cloud Fraction Profiles Using Satellite Observations and MERRA-2 Reanalysis Meteorological Data NASA-722 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| OCO2/3 Bad Pixel Map NASA-803 · JPL: Jet Propulsion Laboratory | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| SpecTF Clouding Screening for Imaging Spectroscopy NASA-804 · JPL: Jet Propulsion Laboratory | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Onboard Science Instrument Autonomy (OSIA) for OWLS NASA-811 · JPL: Jet Propulsion Laboratory | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| EMIT Methane Plume Detection NASA-812 · JPL: Jet Propulsion Laboratory | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| The AQcGAN Air Quality Emulator for GEOS NASA-824 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| The AIMFAHR Project NASA-825 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Qualitative Evaluation of Foundation Models (QEFM) NASA-827 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Explainable Machine Learning Methods for Ocean Worlds Mass Spectrometry Data: Biosignatures and Environmental Characterization NASA-830 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine Learning Techniques for Fast Radiative Transfer NASA-833 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| A Detection and Reporting System for Spacecraft Threats NASA-839 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Neural Posterior Estimation for X-ray reflection spectroscopy: Training on complex physical models and AGN Observation-Driven Parameter Grids. NASA-841 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Revolutionizing Neutron Star Parameter Inference through Machine Learning NASA-842 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Curiosities of a Systems Engineer NASA-843 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Continuing Adventures in the Discovery of Multiple Star Systems with AI/ML NASA-844 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Autonomous Science and Technology for Responsive Adaptation (ASTRA) NASA-845 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Multimodal Earth Observation Workflow for Machine Learning (MEOW-ML): A Case Study in Canopy Height Model and Canopy Height Change Prediction NASA-846 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Sub-Saharan West Africa Land Cover Change NASA-847 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| 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 |
| 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 |