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 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 |
| Unification of laboratory and observational data via learning algorithms for robust models of ice microphysics NASA-208 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Vlasov Informed Super Resolution (VISR) NASA-213 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Agile Science NASA-215 · JPL: Jet Propulsion Laboratory | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Groundwater data interpolation in California’s Central Valley using multimodal data fusion and multivariate sequence-to-sequence transformation models NASA-227 · JPL: Jet Propulsion Laboratory | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Neural network accelerated radiative transfer modeling NASA-235 · JPL: Jet Propulsion Laboratory | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Trusted and exPlainable Artificial Intelligence for Saving Lives (TruePAL) Technology for First Responder Safety NASA-247 · JPL: Jet Propulsion Laboratory | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine Learning for RFID (Radio Frequency Identification) tag localization to support logistics NASA-277 · JSC: Johnson Space Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Noise suppression in Human Spaceflight audio systems NASA-279 · JSC: Johnson Space Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Adaptive Neural Network Molecular Dynamics NASA-293 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Aerosol and Cloud Identification in SAGE III/ISS Aerosol Extinction Profiles NASA-294 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AMP: An Automated Metadata Pipeline NASA-296 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Application of High-Dimensional Fuzzy K-mean Cluster Analysis to CALIOP (Cloud-Aerosol Lidar with Orthogonal Polarization) / CALIPSO (Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observatory) Version 4.1 Feature Classifications NASA-297 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| CERES FluxByCldTyp Data Product Narrowband-to-Broadband Algorithm Improvement Through Deep Neural Network (DNN) NASA-300 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Cloud Detection Neural Network NASA-302 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Combining Satellite and Ground-based Observations to Improve Cloud Ceiling Observations over CONUS for Aviation Weather NASA-303 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Detection of multi-layered clouds from multispectral MODIS/VIIRS data using an artificial neural network trained with CALIPSO-CloudSat data. NASA-306 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Developing Quantum Reservoir Computing Hardware and Software for Deep Learning NASA-307 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Estimation of Multilayered Cloud Properties from Low-Earth-Orbit Satellite Imager Data NASA-314 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Geostationary Satellite Sounder Pathfinder Project for 4-D Atmospheric Thermodynamics and Winds NASA-317 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Identifying Aerosol Subtypes from CALIPSO Lidar Profiles Using Deep Machine Learning NASA-319 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Improvements in Global Nighttime Satellite Cloud Analyses for Weather and Climate NASA-321 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Improving CERES Low-Latency Surface Radiation Fluxes with Machine/Deep Learning NASA-322 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Machine Learning for Advancing Risk Precursor Identification Tools in Commercial Airline Terminal Area Operations (out of D318) NASA-329 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Mitigating Problematic GOES-17 Infrared Radiances at Night for Weather and Climate Applications NASA-331 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| New Skin Temperature Analyses for Satllite Cloud Retrievals NASA-335 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Nocturnal Opaque Ice Cloud Optical Depth Analyses from MODIS Multispectral Infrared Radiances NASA-336 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| PACE-MAPP NASA-337 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Probabilistic calibration framework for finite element thermal process modeling of metallic additive manufacturing. Application to promote certification/qualification of load critical aerospace flight parts. NASA-344 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Retrieving Aerosol Optical Depth and High Spatial Resolution Ocean Surface Wind Speed From CALIPSO: A Neural Network Approach NASA-347 · LaRC: Langley Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Automated Dust detection in satellite imagery NASA-360 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Marine debris detection using deep learning and high resolution satellite images NASA-370 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Near-Reality Slosh Model using AIML NASA-372 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Predicting streamflow with deep learning NASA-376 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Sinatra Software for Anomaly Detection NASA-381 · MSFC: Marshall Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Surrogate Models for Efficient Multiscale Modeling of Composite Materials NASA-402 · GRC: Glenn Research Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |