Time: August 12th, 11AM PDT/2PM EDT
AI
Posted inAI - Data - Apps - Cybernetics, Astrochemistry, Biochemistry & Organic Chemistry, Biophysics, Biosignatures & Paleobiology, Interstellar, Press Release
Pioneering AI Approach Enhances Prediction Of Complex Astrochemical Reactions
Decoding cosmic evolution depends on accurately predicting the complex chemical reactions in the harsh environment of space. Traditional methods for such predictions rely heavily on costly laboratory experiments or expert […]
Posted inAI - Data - Apps - Cybernetics, Analog Studies, Astrogeology, Astronomy & Telescopes, Atmospheres, Climate, Weather, Biosignatures & Paleobiology, Habitable Zones, Imaging & Spectroscopy, Press Release
Towards the Habitable Worlds Observatory: 1D CNN Retrieval of Reflection Spectra from Evolving Earth Analogs
However, traditional atmospheric retrieval frameworks are too computationally intensive to explore the high-dimensional parameter spaces such missions will generate.
Posted inBiogeochemical Cycles & Geobiology, Biosignatures & Paleobiology, Imaging & Spectroscopy, Mapping, Geodesy, Cartography, Bathymetry, Missions & Hardware, Press Release, Water/Hycean Worlds & Oceanography
Orbital Recon: Using AI To Observe A Habitable Planet: Waters Offshore Of Kuwait
The turquoise waters southeast of the Kuwaiti island of Failaka are captured in this image acquired by the Φsat-2 mission.
Posted inAI - Data - Apps - Cybernetics, Imaging & Spectroscopy, Status Report
The Model Is The Message: Lightweight Convolutional Autoencoders Applied To Noisy Imaging Data For Planetary Science And Astrobiology
The application of convolutional autoencoder deep learning to imaging data for planetary science and astrobiological use is briefly reviewed and explored with a focus on the need to understand algorithmic […]
![Distribution of [Fe/H] versus age for the stars of our sample, distinguished by the possible subgroups. -- astro-ph.SR](https://i0.wp.com/astrobiology.com/wp-content/uploads/2025/06/Signatures-Of-Planets-And-Galactic.png?resize=1200%2C718&ssl=1)
Posted inAI - Data - Apps - Cybernetics, Analog Studies, Astrochemistry, Astrogeology, Astronomy & Telescopes, Atmospheres, Climate, Weather, Biosignatures & Paleobiology, Exoplanets, -moons, -comets, Imaging & Spectroscopy, Space Weather & Heliophysics, Status Report, Stellar Cartography
Signatures Of Planets And Galactic Subpopulations In Solar Analogs. Precise Chemical Abundances With Neural Networks
The aim of this work is to obtain precise atmospheric parameters and chemical abundances automatically for solar twins and analogs to find signatures of exoplanets, as well as to assess […]
Posted inAI - Data - Apps - Cybernetics, Intelligence & Language, SETI & Technosignatures, Status Report
An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models
We present an exploratory framework to test whether noise-like input can induce structured responses in language models.
Posted inAI - Data - Apps - Cybernetics, Astrobiology (general), Citizen Science / Open Science, Genomics, Proteomics, Bioinformatics, NASA Astrobiology Program, Reports, Roadmaps, & Plans, Status Report
The Astrobiology Data Ecosystem, Open Science, And The AI Era – NASA-DARES 2025 White Paper
DARES Alignment · Primary Topic: Identify Emerging Themes and Technologies· Secondary Topic(s): Review Recent Advancements, Strengthen Community
Posted inAI - Data - Apps - Cybernetics, Astrobiology (general), NASA Astrobiology Program, Reports, Roadmaps, & Plans, Status Report
The Opportunities From Machine Learning Applications in Astrobiology – NASA-DARES 2025
Caleb Scharf, NASA Ames Research Center The search for life represents a unique data challenge within modern science. Machine learning, as it is now and may be in the future, […]
Posted inAI - Data - Apps - Cybernetics, Analog Studies, Arctic / Antarctic / Alpine, Astrogeology, Cryobiology, Icy Worlds, Imaging & Spectroscopy, Mapping, Geodesy, Cartography, Bathymetry, Press Release
Ice Planet Assay: Machine Learning Model Calculates The Volume Of All Earth’s Glaciers
A team of researchers led by Niccolò Maffezzoli, “Marie Curie” fellow at Ca’ Foscari University of Venice and the University of California, Irvine, and an associate member of the Institute […]