AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Design Optimization of Turbomachinery Rotor Blades using Neural Network Surrogate Models NASA-526 · GRC: Glenn Research Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Implement machine learning in NMIS to assist with mishap coding NASA-545 · OSMA: Office of the Chief Safety & Mission Assurance	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Adaptive Problem Solving / Hyperparameter Optimization NASA-809 · JPL: Jet Propulsion Laboratory	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Time Series Forecasting, Evaluation and Deployment (Time-FED) NASA-814 · JPL: Jet Propulsion Laboratory	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
AI Risk-aware task and motion planning for snake-like robots in icy enviroments NASA-815 · JPL: Jet Propulsion Laboratory	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Retrieving stratospheric NO2 profiles from OMPS Limb Profiler measurements NASA-850 · GSFC: Goddard Space Flight Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Quantification of Uncertainty Analysis Toolkit (QUAnT) NASA-861 · GSFC: Goddard Space Flight Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Cloud Account Allocation Plan (CAAP) Cost Analytics Support NASA-901 · GSFC: Goddard Space Flight Center	NASA	Pilot	Not high-impact	Administrative Functions	Classical / predictive ML	Contract and in-house
Anomaly detection in aeronautics data with quantum-compatible discrete deep generative model NASA-13 · ARC: Ames Research Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine learning for prediction and factor analysis of laser forming parameters NASA-932 · MSFC: Marshall Space Flight Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
RDUST Regolith Dust Universal System Tracker NASA-935 · MSFC: Marshall Space Flight Center	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house