Genel, Shy
- The IllustrisTNG Simulations: Public Data Release
2018/12/13 by Dylan Nelson, Volker Springel, Nelson, Dylan +24 · 84 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- The CAMELS project: Expanding the galaxy formation model space with new ASTRID and 28-parameter TNG and SIMBA suites
2023/04/04 by Yueying Ni, Ni, Yueying, Shy Genel +27 · 8 citations
Computer Science · Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Computational Physics and Python Applications #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Machine Learning (cs.LG)
- The baryon cycle in modern cosmological hydrodynamical simulations
2024/02/13 by Ruby J. Wright, Rachel S. Somerville, Wright, Ruby J. +11 · 6 citations
Physics and Astronomy · Earth and Planetary Sciences · Computer Science · #Cosmology and Gravitation Theories #Geophysics and Gravity Measurements #Computational Physics and Python Applications
- Multifield Cosmology with Artificial Intelligence
2021/09/20 by Francisco Villaescusa-Navarro, Daniel Anglés‐Alcázar, Villaescusa-Navarro, Francisco +23 · 3 citations
Computer Science · Physics and Astronomy · #Astrophysics of Galaxies (astro-ph.GA) #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Robust marginalization of baryonic effects for cosmological inference at the field level
2021/09/21 by Villaescusa-Navarro, Francisco, Genel, Shy, Angles-Alcazar, Daniel +11 · 3 citations
#Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- The Role of Machine Learning in the Next Decade of Cosmology
2019/02/26 by Michelle Ntampaka, Camille Avestruz, Ntampaka, Michelle +57 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Predicting the impact of feedback on matter clustering with machine learning in CAMELS
2023/01/05 by Ana Maria Delgado, Delgado, Ana Maria, Daniel Anglés‐Alcázar +16 · 3 citations
Computer Science · Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Computational Physics and Python Applications #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
- Cosmological baryon spread and impact on matter clustering in CAMELS
2023/07/21 by Matthew Gebhardt, Daniel Anglés‐Alcázar, Gebhardt, Matthew +21 · 3 citations
Physics and Astronomy · #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
- Neural networks as optimal estimators to marginalize over baryonic effects
2020/11/11 by Villaescusa-Navarro, Francisco, Wandelt, Benjamin D., Anglés-Alcázar, Daniel +4 · 2 citations
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Constraining cosmology with machine learning and galaxy clustering: the CAMELS-SAM suite
2022/04/05 by Perez, Lucia A., Genel, Shy, Villaescusa-Navarro, Francisco +5 · 3 citations
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Introducing the DREAMS Project: DaRk mattEr and Astrophysics with Machine learning and Simulations
2024/05/01 by Jonah C. Rose, Paul Torrey, Rose, Jonah C. +57 · 6 citations
Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research
- Leaving No Branches Behind: Predicting Baryonic Properties of Galaxies from Merger Trees
2023/11/15 by Chen-Yu Chuang, Christian Kragh Jespersen, Chuang, Chen-Yu +7 · 3 citations
Computer Science · #Astrophysics of Galaxies (astro-ph.GA) #Data Visualization and Analytics #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Zooming by in the CARPoolGP lane: new CAMELS-TNG simulations of zoomed-in massive halos
2024/03/15 by Max E. Lee, Lee, Max E., Shy Genel +23 · 2 citations
Medicine · #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Medical Imaging Techniques and Applications
- Towards Robustness Across Cosmological Simulation Models TNG, SIMBA, ASTRID, and EAGLE
2025/02/18 by Yongseok Jo, Jo, Yongseok, Shy Genel +9 · 3 citations
Decision Sciences · Physics and Astronomy · #Simulation Techniques and Applications #Astronomy and Astrophysical Research
- Supermassive black hole feedback quenches disc galaxies and suppresses bar formation in TNG50
2024/09/10 by Matthew Frosst, Danail Obreschkow, Frosst, Matthew +7 · 1 citation
Physics and Astronomy · #Astrophysical Phenomena and Observations #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Pulsars and Gravitational Waves Research
- The relationship between galaxy size and halo properties: Insights from the IllustrisTNG simulations and differential clustering
2025/02/05 by Somerville, Rachel S., Gabrielpillai, Austen, Hadzhiyska, Boryana +1 · 1 citation
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
- How does feedback affect the star formation histories of galaxies?
2025/08/28 by Kartheik G. Iyer, Iyer, Kartheik G., Tjitske K. Starkenburg +46 · 3 voices · 1 citation
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Electrical and Electromagnetic Research #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #astro-ph.CO #astro-ph.GA