P012
Extra-Solar Planets: from Numerical Modelling, Observational and Data Science Perspectives

Session ID#: 79441

Session Description:
The current surge in amount of observational data has stimulated intense activities in many fronts of research in extra-solar planets by many communities. There is a need to bridge the gap among modelers in atmosphere and interior dynamics of exoplanets, and observations together with a link to the burgeoning field of Data Science, which can provide some new techniques of analysis.

We hope to assemble representatives from these three areas with the intent of spreading the new knowledge garnered up to now and to stimulate some cross-disciplinary discussion and new directions. We seek experts from these different areas and give overview thoughts, as well as other focused research.

Index Terms:

0520 Data analysis: algorithms and implementation [COMPUTATIONAL GEOPHYSICS]
5205 Formation of stars and planets [PLANETARY SCIENCES: ASTROBIOLOGY]
5430 Interiors [PLANETARY SCIENCES: SOLID SURFACE PLANETS]
6296 Extra-solar planets [PLANETARY SCIENCES: SOLAR SYSTEM OBJECTS]

Primary Convener:  Lena Noack, Freie Universität Berlin, Berlin, Germany
Conveners:  David A Yuen1, Doris Breuer2 and Tilman Spohn2, (1)Univ of Minnesota, Minneapolis, MN, United States(2)German Aerospace Center DLR Berlin, Berlin, Germany
Primary Liaison:  Lena Noack, Freie Universität Berlin, Berlin, Germany
 
DSCOVR/EPIC observations as a baseline for reconstructing the surface features of Earth-like exoplanets (486131)
Siteng Fan1, Cheng Li1, Jia-Zheng Li1, Stuart Bartlett1, Jonathan H. Jiang2, Vijay Natraj2, David Crisp2 and Yuk L Yung1, (1)California Institute of Technology, Pasadena, CA, United States, (2)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States
 
Thermal Evolution of the Planetary Interior – Impacts from Big Data (Invited) (495503)
M Hosein Shahnas1, Russell Pysklywec1 and David A Yuen2, (1)University of Toronto, Department of Earth Sciences, Toronto, ON, Canada, (2)Univ of Minnesota, Minneapolis, MN, United States
 
Mass-dependent dynamics of terrestrial exoplanets: impacts of high surface gravity on shallow mantle rheology, thermal conductivity and pressure release partial melting. (511445)
Arie Pieter Van Den Berg, Utrecht University, Department of Earth Sciences, Utrecht, Netherlands, David A Yuen, Univ of Minnesota, Minneapolis, MN, United States; Columbia University, Dept. of Applied Physics and Applied Mathematics, New York, NY, United States, Koichiro Umemoto, Tokyo Institute of Technology, Earth-Life Science Institute, Tokyo, Japan, Michael H.G Jacobs, Clausthal University of Technology, Institute of Metallurgy, Clausthal-Zellerfeld, Germany and Renata Wentzcovitch, Columbia University in the City of New York, Department of Applied Physics and Applied Mathematics, New York, NY, United States
 
Exoplanetary Oxygen Fugacities Evidenced in Polluted White Dwarf Stars (518401)
Alexandra E. Doyle1, Edward D Young1, Beth Klein2, Ben Zuckerman2 and Hilke Schlichting1,2, (1)University of California Los Angeles, Earth, Planetary, and Space Sciences, Los Angeles, CA, United States, (2)University of California Los Angeles, Physics & Astronomy, Los Angeles, CA, United States
 
Tidal distortions of hot Jupiters characterized with numerical methods (519529)
Tiger C Lu, California Institute of Technology, Pasadena, CA, United States, Sean M Wahl, University of California, Berkeley, Berkeley, CA, United States and Burkhard Militzer, University of California Berkeley, Department of Earth and Planetary Science, Berkeley, CA, United States
 
Heart of Stone: The open-source mass-radius calculator, ExoPlex, phase diagrams and adiabats for Exoplanets across a wide range of compositions (523482)
Cayman T Unterborn and Steven J Desch, Arizona State University, School of Earth and Space Exploration, Tempe, AZ, United States
 
Detecting directly imaged planets using deep learning (Invited) (537084)
Ingo Waldmann, University College London, London, United Kingdom
 
A comparative study between the mineralogy of rocky objects around white dwarfs and FGM stars (542905)
Keith Daniel Putirka, California State University Fresno, Department of Earth and Environmental Sciences, Fresno, CA, United States and Siyi Xu, Gemini Observatory, Mauna Kea, HI, United States
 
Interaction of Climate and True Polar Wander on a Tidally-locked Exoplanet (575346)
Yonggang Liu, Peking University, Department of Atmospheric and Oceanic Sciences, School of Physics, Beijing, China and Zhouqiao Zhao, Peking University, Beijing, China
 
Modelling rocky planets from mantle to atmosphere: predictions from Earth to exoplanets (580795)
Lena Noack1, Claire Guimond1, Gianluigi Ortenzi2 and Frank Sohl2, (1)Freie Universität Berlin, Berlin, Germany, (2)German Aerospace Center DLR Berlin, Berlin, Germany
 
The Detectability of CO2 Seasonality as An Exoplanet Biosignature (582929)
Lixiang Gu, Peking University, Beijing, China and Yongyun Hu, Peking University, Department of Atmospheric and Oceanic Sciences, School of Physics, Beijing, China
 
Linking the Evolution of Terrestrial Interiors and an Early Outgassed Atmosphere to Astrophysical Observations (612232)
Dan J Bower1, Daniel Kitzmann1, Aaron S Wolf2, Patrick Sanan3, Caroline Dorn4 and Apurva Oza5, (1)University of Bern, Center for Space and Habitability, Bern, Switzerland, (2)University of Michigan, Earth and Environmental Sciences, Ann Arbor, MI, United States, (3)ETH Zurich, Department of Earth Sciences, Zurich, Switzerland, (4)University of Zurich, Institute of Computational Sciences, Zurich, Switzerland, (5)University of Bern, Physics Institute, Bern, Switzerland
 
Exoplanet bulk silicate composition as a function of host stellar elemental abundances and its effects on long-term planetary evolution (618489)
Rob Spaargaren1, Maxim Ballmer2, Stephen J Mojzsis3 and Paul J Tackley2, (1)ETH Zurich, Zurich, Switzerland, (2)ETH Zürich, Department of Earth Sciences, Zürich, Switzerland, (3)University of Colorado & Universite Lyon 1, Boulder, CO, United States
 
Global high-resolution simulations of clouds on tidally locked planets (619385)
Junyan Xiong, Peking University, Beijing, China
 
Diversity of Habitable Climatology of Land Exoplanets in a ROCKE-3D GCM Perturbed Parameter Ensemble (629204)
Nancy Y Kiang1, Christopher Colose1, Reto Ruedy2, Igor D Aleinov3, Rory Barnes4, Anthony D Del Genio1, Gregory Elsaesser5, Scott David Guzewich6, Chester E Harman Jr3, Stephen Kane7, Victoria Suzanne Meadows8, Gary L Russell1, Marcus van Lier-Walqui9, Michael Way1 and Eric T Wolf10, (1)NASA Goddard Institute for Space Studies, New York, NY, United States, (2)NASA GISS, New York, NY, United States, (3)Columbia University, New York, NY, United States, (4)University of Washington Seattle Campus, Astronomy, Seattle, United States, (5)Columbia University/NASA GISS, Dept. of Applied Physics and Applied Mathematics, New York, NY, United States, (6)NASA Goddard Spaceflight Center, Greenbelt, MD, United States, (7)San Francisco State University, Physics and Astronomy, San Francisco, CA, United States, (8)University of Washington, Seattle, WA, United States, (9)Columbia University, Center for Climate Systems Research, New York, NY, United States, (10)University of Colorado at Boulder, Atmospheric and Oceanic Sciences, Boulder, CO, United States
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