Elke Zeller
Postdoctoral scholar
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Education
- PhD in Climate System Science · Pusan National University · Busan, South Korea · 09/2019 - 02/2025
- MS in Financial Engineering · University of Hawai‘i at Manoa · Honolulu, United States · 09/2012 - 07/2013
- BAS in Chemistry · Hogeschool van Arnhem en Nijmegen · Nijmegen, The Netherlands · 09/2008 - 07/2012
Experience
- Oct 2024 - present · Postdoctoral Scholar · University of Arizona · Tucson, Arizona, United States
- Sep 2019 - Oct 2024 · PhD Student Researcher · IBS Center for Climate Physics · Geumjeong-gu, Busan, Korea
- Feb 2017 - Sep 2019 · Database Analyst · IBS Center for Climate Physics · Geumjeong-gu, Busan, Korea
- Oct 2013 - Nov 2016 · DFAST/CCAR Risk Modeler · First Hawaiian Bank · Honolulu, HI, USA
Skills
- Coding: Python, Matlab, R, Julia, SQL
- Web development: HTML/CSS, JavaScript, Wordpress
- Utilities: Conda, Git, Shell, Latex, Jupyter Notebook, cdo/nco
- Languages: English, Dutch
Papers
EutherianCoP. An integrated biotic and climate database for conservation paleobiology based on eutherian mammals
Jan 2025 · Scientific Data, Alessandro Mondanaro, Giorgia Girardi, Silvia Castiglione, Axel Timmermann, Elke Zeller, Thushara Venugopal, Carmela Serio, Marina Melchionna, Antonella Esposito, Mirko Di Febbraro, Pasquale Raia. DOI: 10.1038/s41597-024-04181-4
The evolving three-dimensional landscape of human adaptation
Oct 2024 · Science Advances, Elke Zeller and Axel Timmermann. DOI: 10.1126/sciadv.adq361
Past climate change effects on human evolution
Sep 2024 · Nature Reviews Earth & Environment, Axel Timmermann, Pasquale Raia, Alessandro Mondanaro, Christoph P. E. Zollikofer, Marcia Ponce de León, Elke Zeller, and Kyung-Sook Yun. DOI: 10.1038/s43017-024-00584-4
Climate shifts orchestrated hominin interbreeding events across Eurasia
Aug 2023 · Science, Jiaoyang Ruan, Axel Timmermann, Pasquale Raia, Kyung-Sook Yun, Elke Zeller, Alessandro Mondanaro, Mirko Di Febbraro, Danielle Lemmon, Silvia Castiglione, and Marina Melchionna. DOI: 10.1126/science.add4459
Human adaptation to diverse biomes over the past 3 million years
May 2023 · Science, Elke Zeller, Axel Timmermann, Kyung-Sook Yun, Pasquale Raia, Karl Stein, and Jiaoyang Ruan. DOI: 10.1126/science.abq1288
Self-Supervised Vision for Climate Downscaling
Mar 2023 · arXiv preprint arXiv:2401.09466, Karandeep Singh, Chaeyoon Jeong, Naufal Shidqi, Sungwon Park, Arjun Nellikkattil, Elke Zeller, Meeyoung Cha. DOI: 10.24963/ijcai.2024/825
Self-supervised learning for climate downscaling
Mar 2023 · BigComp, Karandeep Singh, Chaeyoon Jeong, Sungwon Park, Arjun N Babur, Elke Zeller, and Meeyoung Cha. DOI: 10.1109/BigComp57234.2023.00012
Neural Classification of Terrestrial Biomes
Mar 2023 · BigComp, Vyacheslav Shen, Dong-Kyum Kim, Elke Zeller, and Meeyoung Cha,. DOI: 10.1109/BigComp57234.2023.00035
Downscaling earth system models with deep learning
Aug 2022 · KDD ‘22, Sungwon Park, Karandeep Singh, Arjun Nellikkattil, Elke Zeller, Tung Duong Mai, and Meeyoung Cha,. DOI: 10.1145/3534678.353903
Climate effects on archaic human habitats and species successions
Apr 2022 · Nature, Axel Timmermann, Kyung-Sook Yun, Pasquale Raia, Jiaoyang Ruan, Alessandro Mondanaro, Elke Zeller, Christoph P. E. Zollikofer, Marcia S. Ponce de León, Danielle Lemmon, Matteo Willeit, and Andrey Ganopolski. DOI: 10.1038/s41586-022-04600-9
Tropical Indo-Pacific SST influences on vegetation variability in eastern Africa
May 2021 · Scientific Reports, In-Won Kim, Malte F. Stuecker, Axel Timmermann, Elke Zeller, Jong-Seong Kug, So-Won Park, and Jin-Soo Kim. DOI: 10.1038/s41598-021-89824-x
El Niño–Southern Oscillation complexity
Aug 2018 · Nature, Axel Timmermann, Soon-Il An, Jong-Seong Kug, Fei-Fei Jin, Wenju Cai, Antonietta Capotondi, Kim M. Cobb, Matthieu Lengaigne, Michael J. McPhaden, Malte F. Stuecker, Karl Stein, Andrew T. Wittenberg, Kyung-Sook Yun, …, Elke Zeller, and Xuebin Zhang. DOI: 10.1038/s41586-018-0252-6