AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
TB DEPOT (Tuberculosis Data Exploration Portal) R0974 · HHS/NIH	HHS	Deployed	Not high-impact	Science	Classical / predictive ML	Contract and in-house
Enhancing influenza A risk assessment rubrics: leveraging predictive correlates and machine learning from in vivo experiments. R0718 · HHS/CDC	HHS	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Forest disease detection and screening USDA-071 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
From Single Spacecraft to Synchronized Swarms: Fault Diagnosis for Distributed Spacecraft Mission Resilience NASA-123 · 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
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
Robust, Explainable Autonomy for Scientific Icy Moon Operations (REASIMO) NASA-456 · JPL: Jet Propulsion Laboratory	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	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
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
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
Pathogen strain characterization from mixed strain samples R0698 · HHS/CDC	HHS	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported