The exoplanet archive is an incredible resource of information on the properties of discovered extrasolar planets, but statistical analysis has been limited by the number of missing values. One of […]
AI – Data – Apps – Cybernetics
Posted inAI - Data - Apps - Cybernetics, Atmospheres, Climate, Weather, Biogeochemical Cycles & Geobiology, Exoplanets, -moons, -comets, Status Report
The Clear Sky Corridor: Insights Towards Aerosol Formation in Exoplanets Using An AI-based Survey of Exoplanet Atmospheres
Producing optimized and accurate transmission spectra of exoplanets from telescope data has traditionally been a manual and labor-intensive procedure.
Posted inAI - Data - Apps - Cybernetics, Apps - Games, Astronomy & Telescopes, Brown Dwarfs, Imaging & Spectroscopy, Status Report, Stellar Cartography
Differentiable Modeling of Planet and Substellar Atmosphere: High-Resolution Emission, Transmission, and Reflection Spectroscopy with ExoJAX2
Modeling based on differentiable programming holds great promise for astronomy, as it can employ techniques such as Hamiltonian Monte Carlo, gradient-based optimization, and other machine learning techniques.
Posted inAI - Data - Apps - Cybernetics, Away Teams & Field Reports, Biosignatures & Paleobiology, Genomics, Proteomics, Bioinformatics, Microbiology & Virology, Press Release
AI Discovers Over 160,000 New Virus Species On Earth
Artificial intelligence (AI) has been used to reveal details of a diverse and fundamental branch of life living right under our feet and in every corner of the globe.
Posted inAI - Data - Apps - Cybernetics, Apps - Games, Astronomy & Telescopes, Exoplanets, -moons, -comets, Gaia Mission, Press Release
Gen TSO: A General JWST Simulator for Exoplanet Times-series Observations
Gen TSO is a noise calculator specifically tailored to simulate James Webb Space Telescope (JWST) time-series observations of exoplanets. Gen TSO enables the estimation of signal-to-noise ratios (S/N) for transit […]
Posted inAI - Data - Apps - Cybernetics, Atmospheres, Climate, Weather, Biosignatures & Paleobiology, Exoplanets, -moons, -comets, Status Report
sunset: A Database Of Synthetic Atmospheric-escape Transmission Spectra For Nearly Every Transiting Planet
Studying atmospheric escape from exoplanets can provide important clues about the formation and evolution of exoplanets. Observational evidence of atmospheric escape has been obtained through transit spectroscopy in strong spectral […]
Posted inAI - Data - Apps - Cybernetics, Atmospheres, Climate, Weather, Biogeochemical Cycles & Geobiology, Biosignatures & Paleobiology, Exoplanets, -moons, -comets, Habitable Zones, Imaging & Spectroscopy, Status Report
ExoLyn: A Golden Mean Approach To Multi-species Cloud Modelling In Atmospheric Retrieval
Context. Clouds are ubiquitous in exoplanets’ atmospheres and play an important role in setting the opacity and chemical inventory of the atmosphere. Understanding clouds is a critical step in interpreting […]
Posted inAI - Data - Apps - Cybernetics, Astropharmacy / Biotechnology, Biophysics, Biosignatures & Paleobiology, Commercial & Private Sector, Cubesats and smallsats, Exploration Gear & Tech, Genomics, Proteomics, Bioinformatics, Microbiology & Virology, Microgravity, Missions & Hardware, Nanotechnology & SynBio, Sample Return, Space Life Science, Space Stations, Status Report, Tricorders & Sensors
Lab-on-chip Technologies For Space Research — Current Trends and Prospects
The in-depth analysis concerning application of microfluidic instruments for space biology research is presented.
Posted inAI - Data - Apps - Cybernetics, Apps - Games, Commercial & Private Sector, Education and Outreach, Genomics, Proteomics, Bioinformatics, Mapping, Geodesy, Cartography, Bathymetry, Nanotechnology & SynBio, NASA Astrobiology Program, Policy, Press Release, Tricorders & Sensors
Open Science at NASA – Data Management Policies for BPS (Biological and Physical Sciences)
To increase scientific research throughput and the transparency of government funded research, the National Aeronautics and Space Administration (NASA) seeks to transform the collection, archival/preservation, curation, and distribution of science […]
Posted inAI - Data - Apps - Cybernetics, Astrochemistry, Comets and Asteroids, Imaging & Spectroscopy, Status Report
Identification and Localization of Cometary Activity in Solar System Objects with Machine Learning
In this chapter, we will discuss the use of Machine Learning methods for the identification and localization of cometary activity for Solar System objects in ground and in space-based wide-field […]