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 |
|---|---|---|---|---|---|---|
| Implementing Intelligent Extensible Mission Architectures (IEMA) NASA-556 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Other | Not reported |
| A diagnostic package to facilitate and enhance chemical mechanism implementations within regional and global atmospheric chemistry models NASA-558 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| A machine learning tool to assist the validation of HPLC analysis of phytoplankton pigments at NASA GSFC NASA-559 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| A Neural Network Retrieval for Aerosol Optical Depth NASA-560 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Adding Blowing Snow Diagnosis to the GEOS Capability for Improved Surface Mass Balance and Weather Applications NASA-561 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Aerosol and Cloud Detection Using Machine Learning Algorithms and Space-Based Lidar Data NASA-562 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI Foundation Model for Weather and Climate NASA-563 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| AI Prediction Algorithms for Autonomous Science and Operations NASA-564 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Algorithm developments for synergistic use of water quality products from multispectral and hyperspectral satellite observations NASA-565 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| An Urban Information System to Assess Neighborhood Climate Risk and Daily Exposures in Cities NASA-566 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Analysis of GES DISC datasets through NLP and TF-IDF techniques analyzing publications NASA-567 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Applying machine learning in improving parameters in the global river routing model NASA-569 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Applying Machine Learning to Earth Ozone Retrieval: Improving Scattering Calculations and Correcting Systematic Errors NASA-570 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Automated Quality Control Scheme for GPM Satellite Precipitation Products NASA-575 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Automated segmentation of chemical and mineralogical maps NASA-577 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Autonomous Network Security NASA-578 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Cybersecurity | Classical / predictive ML | Not reported |
| Autonomous Obstacle Avoidance of Mobile Robots using Reinforcement Learning NASA-579 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Autonomus Path Planning of Robot Manipulators using Reinforcement Learning NASA-580 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Background matrix Generation with Stable Diffusion NASA-581 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Generative AI | Not reported |
| Bias correction of fluorescence retrievals with neural networks NASA-582 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Bias correction of GEOS S2S forecast using machine learning NASA-583 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Bias correction to GOES-R PM2.5 for US EPA AirNow system NASA-584 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Bidirectional water leaving signal extraction and correction using neural networks NASA-585 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Boosting Inversion Research and Data Processing at GSFC with AI NASA-587 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Building On Fundamentals: Reducing Power and Improving Performance With Intelligent Radiometers NASA-588 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| CALET Cosmic Ray Data Analysis NASA-589 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Code Assistant Pilot Study NASA-597 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Dataset Recommender NASA-598 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Deep learning for Environmental and Ecological Prediction-eValuation and Insight with Ensembles of Water quality (DEEP-VIEW) NASA-599 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Demonstrate High-Level Space Mission Requirement Flowdown to Software Requirements Using Generative Artificial Intelligence (AI) NASA-600 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Determining Cloud Particle Types Using Backscatter Lidar Data and a Clustering Approach NASA-601 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Development of a machine learning emulator for CAM-CMAQ to improve wildfire smoke forecasts NASA-602 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Development of digital twin technologies for climate prediction NASA-604 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Development of real-time high-resolution air quality maps through combination of model output, satellite data, and ancillary Google datasets NASA-605 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Dynamic Time Interpolation using Spherical Harmonic Neural Operator Models NASA-607 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| ECCOH & "Quick Chemistry" for Atmospheric Composition and Climate Studies NASA-608 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| ESDIS VisML NASA-610 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Estimate global satellite AOD from visible to ultra-violet NASA-611 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Fast neural network emulator for vector radiative transfer simulations NASA-613 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Fast radiative transfer emulation for GHG retrievals NASA-614 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Fast Retrieval Emulators for Instrumenting Climate Models NASA-615 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| FluxSat Gross Primary Production - global upscaling of eddy covariance with machine learning NASA-616 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| GAIT: Generative AI Teleoperations for Robotics NASA-617 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Generalized photometric neural network framework NASA-618 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Generalized time-series anomaly detection for rapid data survey of in-situ observations NASA-619 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Generating localized air quality forecasts for US embassies using ML and GEOS-FP NASA-620 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Giovanni GPT NASA-621 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Generative AI | Not reported |
| Ground Safety AI NASA-623 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Hybrid Model to emulate GEOS physics NASA-625 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |
| Identification of dust from MODIS/VIIRS sensors using ML NASA-626 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Classical / predictive ML | Not reported |