JSC NC PRA Cut Set Tool
Probabilistic Risk Assessment (PRA) identifies minimal cut sets - smallest combination of simultaneous failures to cause a system or mission failure.
JSC SMA NT Paper WAD Data Extraction
This application aims to provide the Quality Flight Equipment Division with a strong paper Work Authorization Document (WAD) data extraction capability using AI models. The data i…
AI Tool for Automatic Identification of Soliton Features in SWOT data
Automatically detect features of Soliton for scientists to study the ocean.
AI Based Digital Twin Interoporability Schema
Using IEEE 2874 Spatial Web standard to implement a new Hyperspace Modeling Language (HSML) and Hyperspace Transaction Protocol (HSTP) to establish communications among heterogene…
Deep Learning for Flood Mapping (DELTA)
DELTA simplifies machine learning for satellite imagery.
cFS High Performance Computing Framework (cFS HPCF)
The core Flight System (cFS) High Performance Computing Framework (HPCF) provides an environment to support a wide variety of Science work, to inlcude AI and ML.
OCO2/3 Bad Pixel Map
A machine learning approach is developed to improve the bad pixel map that masks damaged or unusable pixels in the imaging spectrometers of the Orbiting Carbon Observatory-2 and -…
SpecTF Clouding Screening for Imaging Spectroscopy
A deep learning model for accurate, data-driven cloud detection in imaging spectroscopy data.
Decision Theoretic Planning
Algorithms to plan and optimize different outcomes
Cloud avoidance for Atmospheric Retrieval Missions
Methods for atmospheric retrieval of earth science data.
Dynamic, Intelligent, Tomographic Imaging
Methods for analyzing 3D imaging data
Adversarial Policy Evolution via AI
Develop and improve decision-making strategies by having them compete against adversaries, learning and evolving through repeated challenges.
Adaptive Problem Solving / Hyperparameter Optimization
Adaptable algorithms to analyze hyperspectral data
Onboard Science Instrument Autonomy (OSIA) for OWLS
Onboard biosignature detection for a suite of life-detection instruments (motility, fluorescence, metabolism indicators) and summarizing the data to overcome bandwidth constraints…
EMIT Methane Plume Detection
Machine learning based detection of methane plumes from imaging spectroscopy data.
Science Autonomy for NEAScout
Autonomy software to support on board AI science capabilities for the Near Earth Asteroid Scout Mission.
Time Series Forecasting, Evaluation and Deployment (Time-FED)
Time-FED is a machine learning system for Time series Forecasting, Evaluation and Deployment. TimeFED was created in response to the following data realities: 1) data contains si…
AI Risk-aware task and motion planning for snake-like robots in icy enviroments
Enables task and navigation planning inextreme ice terrains/environments.
The AQcGAN Air Quality Emulator for GEOS
AQcGAN is an air quality emulator for surface O3 and NOx concentrations.
The AIMFAHR Project
Artificial Intelligence (AI) techniques, particularly Machine Learning (ML), have undergone significant growth in heliophysics research in recent years. Various ML models have eme…
Qualitative Evaluation of Foundation Models (QEFM)
Objective: Quantify the performance of Foundation Models (FMs) for weather and climate to guide GSFC scientists in effectively integrating AI into their research.
System for Uncertainty, Risk, and Feature Assessment of Surfaces (SURFAS) Holistic Scene Analysis
SURFAS, given the above combination of inputs for a particular vehicle, is informed by expertise of mission designers to fuse relevant data together in order to create a holistic…
Explainable Machine Learning Methods for Ocean Worlds Mass Spectrometry Data: Biosignatures and Environmental Characterization
Future astrobiological and geochemical investigations of ocean worlds (OWs) such as Europa and Enceladus will face challenges that can be addressed through science autonomy. While…
Transiting Exoplanet Survey Satellite (TESS) Neural Network (NN)
The Transiting Exoplanet Survey Satellite (TESS) is a NASA mission focused on exploring and finding exoplanets around nearby stars using the transiting method. TESS telescope cove…