Solar Dynamics Observatory (SDO) Machine Learning Dataset

Tutorials

• SDOMLv2 Github by Wright, Paul J.; Jin, Meng; Cheung, Mark C. M.
  

Tools & Applications

• ML applications based on the SDOMLv1 dataset by Salvatelli, Valentina; dos Santos, Luiz F. G.; Bose, Souvik; Neuberg, Brad; Cheung, Mark C. M.; Janvier, Miho; Jin, Meng; Gal, Yarin; Boerner, Paul; Baydin, Atılım Güneş
  
• ML applications based on the SDOMLv2 dataset by Wright, Paul J.
  
• Scripts for generating the SDOMLv1 dataset by Fouhey, David F.; Jin, Meng
  
• Scripts for generating the SDOMLv2 dataset by Jin, Meng
  

Publications

• A Machine-learning Data Set Prepared from the NASA Solar Dynamics Observatory Mission by Galvez, Richard; Fouhey, David F.; Jin, Meng; Szenicer, Alexandre; et al
  

NASA SOHO/LASCO2 comet challenge on AWS

Publications

• Topcoder Challenge Finds Two New Comets For NASA by Annika Nagy
  
• Topcoder NASA Comet Discovery: A Recap by TopCoder
  
• Winners Selected for the NASA SOHO Comet Search with Artificial Intelligence Open-Science Challenge by Denise Hill
  

Astrophysics Division Galaxy Segmentation Benchmark Dataset

Publications

• Galaxy Zoo: 3D – crowdsourced bar, spiral, and foreground star masks for MaNGA target galaxies by Karen L Masters, Coleman Krawczyk, Shoaib Shamsi, Alexander Todd, Daniel Finnegan, Matthew Bershady, Kevin Bundy, Brian Cherinka, Amelia Fraser-McKelvie, Dhanesh Krishnarao, Sandor Kruk, Richard R Lane, David Law, Chris Lintott, Michael Merrifield, Brooke Simmons, Anne-Marie Weijmans, Renbin Yan
  
• Pan-STARRS Pixel Processing: Detrending, Warping, Stacking by C. Z. Waters, E. A. Magnier, P. A. Price, K. C. Chambers, W. S. Burgett, P. W. Draper, H. A. Flewelling, K. W. Hodapp, M. E. Huber, R. Jedicke, N. Kaiser, R.-P. Kudritzki, R. H. Lupton, N. Metcalfe, A. Rest, W. E. Sweeney, J. L. Tonry, R. J. Wainscoat, and W. M. Wood-Vase
  

Biological and Physical Sciences (BPS) Microscopy Benchmark Training Dataset

Publications

• Dose, LET and Strain Dependence of Radiation-Induced 53BP1 Foci in 15 Mouse Strains Ex Vivo Introducing Novel DNA Damage Metrics by Sébastien Penninckx, Egle Cekanaviciute, Charlotte Degorre, Elodie Guiet, Louise Viger, Stéphane Lucasb, Sylvain V. Costes
  
• NASA SMD AI Workshop Report by SMD Artificial Intelligence (AI) Initiative
  

Biological and Physical Sciences (BPS) RNA Sequencing Benchmark Training Dataset

Publications

• Adversarial generation of gene expression data by Ramon Viñas, Helena Andrés-Terré, Pietro Liò, Kevin Bryson
  
• NASA SMD AI Workshop Report by SMD Artificial Intelligence (AI) Initiative
  

Nighttime-Fire-Flare

Publications

• NASA SMD AI Workshop Report by SMD Artificial Intelligence Machine Learning (AI/ML) Working Group
  
• Potentially underestimated gas flaring activities—a new approach to detect combustion using machine learning and NASA's Black Marble product suite by Srija Chakraborty, Tomohiro Oda, Virginia Kalb, Zhuosen Wang, Miguel O Román
  

Astrophysics Division Galaxy Morphology Benchmark Dataset

Publications

• Galaxy Zoo: morphological classifications for 120 000 galaxies in HST legacy imaging by Kyle W. Willett, Melanie A. Galloway, Steven P. Bamford, Chris J. Lintott, Karen L. Masters, Claudia Scarlata, B. D. Simmons, Melanie Beck, Carolin N. Cardamone, Edmond Cheung, Edward M. Edmondson, Lucy F. Fortson, Roger L. Griffith, Boris Häußler, Anna Han, Ross Hart, Thomas Melvin, Michael Parrish, Kevin Schawinski, R. J. Smethurst, Arfon M. Smith
  

Mars Spectrometry 2: Gas Chromatography for the Sample Analysis at Mars Data (SAM) Instrument

Publications

• Mars Spectrometry: Mars Spectrometry 2 (Challenge Results) by DrivenData team and NASA partners
  

Mars Spectrometry: Detect Evidence for Past Habitability

Publications

• Mars Spectrometry: Detect Evidence for Past Habitability (Challenge Results) by DrivenData team and NASA partners