Overview

I am an applied physicist/applied mathematician with a broad interest in nonlinear dynamics and complex systems and their application to understand the physical world, and in particular climate, at a conceptual level. My main research focus is to understand how clouds affect climate and climate variability at a global level. Besides research, I am the lead developer of the JuliaDynamics software organization, an advocate of open source code and good scientific code practices in academia, and passionate about teaching applied mathematics with a fresh, hands-on style.

For more information about my research interests, ongoing research projects, education material, and other resources, please visit my personal webpage:

https://datseris.github.io/

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Publications

_{Copyright Notice: Any articles made available for download are for personal use only. Any other use requires prior permission of the author and the copyright holder.}

| 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2015 |

2023

• Datseris G, Kottlarz I, Braun AP, Parlitz U. (2023) Estimating fractal dimensions: A comparative review and open source implementations, Chaos, volume 33, no. 10, DOI:10.1063/5.0160394. [PDF]
• Hohenegger C, Korn P, Linardakis L, Redler R, Schnur R, Adamidis P, Bao J, Bastin S, Behravesh M, Bergemann M. (2023) ICON-Sapphire: Simulating the components of the Earth system and their interactions at kilometer and subkilometer scales, Geoscientific Model Development, volume 16, no. 2, pages 779-811, DOI:10.5194/gmd-16-779-2023.
• Blanco JE, Caballero R, Datseris G, Stevens B, Bony S, Hadas O, Kaspi Y. (2023) A Cloud-Controlling Factor Perspective on the Hemispheric Asymmetry of Extratropical Cloud Albedo, Journal of Climate, volume 36, no. 6, pages 1793-1804, DOI:10.1175/JCLI-D-22-0410.1.
• Hadas O, Datseris G, Blanco J, Bony S, Caballero R, Stevens B, Kaspi Y. (2023) The role of baroclinic activity in controlling Earth's albedo in the present and future climates, Proc Natl Acad Sci U S A, volume 120, no. 5, DOI:10.1073/pnas.2208778120. [PDF]
• Datseris G, Luiz Rossi K, Wagemakers A. (2023) Framework for global stability analysis of dynamical systems, Chaos, volume 33, no. 7, DOI:10.1063/5.0159675. [PDF]
• Datseris G, Rossi KL, Wagemakers A. (2023) Framework for global stability analysis of dynamical systems. [PDF]
• Mayor D, Steffert T, Datseris G, Firth A, Panday D, Kandel H, Banks D. (2023) Complexity and Entropy in Physiological Signals (CEPS): Resonance Breathing Rate Assessed Using Measures of Fractal Dimension, Heart Rate Asymmetry and Permutation Entropy, Entropy (Basel), volume 25, no. 2, DOI:10.3390/e25020301. [PDF]

2022

• Hadas O, Blanco J, Datseris G, Bony S, Stevens B, Caballero R, Kaspi Y. (2022) The role of baroclinic activity in shaping Earth's albedo in present and future climates, DOI:10.5194/egusphere-egu22-5231.
• Datseris G, Blanco J, Bony S, Caballero R, Hadas O, Kaspi Y, Stevens B. (2022) Minimalistic approach to planetary cloudiness, DOI:10.5194/egusphere-egu22-7521.
• Blanco J, Caballero R, Bony S, Datseris G, Stevens B, Kaspi Y, Hadas O. (2022) Cloud albedo's hemispheric asymmetry: why is the Southern Ocean cloudier?, DOI:10.5194/egusphere-egu22-7962.
• Datseris G, Parlitz U. (2022) Nonlinear Dynamics, A Concise Introduction Interlaced with Code, Springer Nature, DOI:10.1007/978-3-030-91032-7.
• Datseris G, Blanco J, Hadas O, Bony S, Caballero R, Kaspi Y, Stevens B. (2022) Minimal recipes for global cloudiness, DOI:10.1002/essoar.10510797.2.
• Hohenegger C, Korn P, Linardakis L, Redler R, Schnur R, Adamidis P, Bao J, Bastin S, Behravesh M, Bergemann M. (2022) ICON-Sapphire: simulating the components of the Earth System and their interactions at kilometer and subkilometer scales, volume 2022, pages 1-42, DOI:10.5194/gmd-2022-171.
• Haaga KA, Datseris G. (2022) TimeseriesSurrogates.jl: a Julia package for generating surrogate data, The Journal of Open Source Software, volume 7, no. 77, DOI:10.21105/joss.04414.
• Datseris G, Blanco J, Hadas O, Bony S, Caballero R, Kaspi Y, Stevens B. (2022) Minimal recipes for planetary cloudiness, DOI:10.1002/essoar.10510797.1.
• Datseris G, Vahdati AR, DuBois TC. (2022) Agents.jl: a performant and feature-full agent-based modeling software of minimal code complexity, SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, article no. ARTN 00375497211068820, DOI:10.1177/00375497211068820. [PDF]
• Datseris G, Wagemakers A. (2022) Effortless estimation of basins of attraction, CHAOS, volume 32, no. 2, article no. ARTN 023104, DOI:10.1063/5.0076568. [PDF]
• Fabian T, Walzek L, Burgdoerfer J, Libisch F, Datseris G. (2022) Particlelike valleytronics in graphene, PHYSICAL REVIEW B, volume 106, no. 12, article no. ARTN 125419, DOI:10.1103/PhysRevB.106.125419. [PDF]
• Datseris G, Blanco J, Hadas O, Bony S, Caballero R, Kaspi Y, Stevens B. (2022) Minimal Recipes for Global Cloudiness, GEOPHYSICAL RESEARCH LETTERS, volume 49, no. 20, article no. ARTN e2022GL099678, DOI:10.1029/2022GL099678. [PDF]

2021

• Kraemer H, Datseris G, Kurths J, Kiss I, Ocampo-Espindola JL, Marwan N. (2021) A unified and automated approach to attractor reconstruction, DOI:10.5194/egusphere-egu21-1495.
• Datseris G, Stevens B. (2021) Earth's albedo and its symmetry, DOI:10.1002/essoar.10506526.1.
• Kraemer KH, Datseris G, Kurths J, Kiss IZ, Ocampo-Espindola JL, Marwan N. (2021) A unified and automated approach to attractor reconstruction, NEW JOURNAL OF PHYSICS, volume 23, no. 3, article no. ARTN 033017, DOI:10.1088/1367-2630/abe336. [PDF]
• Datseris G, Stevens B. (2021) Earth's Albedo and Its Symmetry, AGU ADVANCES, volume 2, no. 3, article no. ARTN e2021AV000440, DOI:10.1029/2021AV000440. [PDF]
• Datseris G, Kottlarz I, Braun AP, Parlitz U. (2021) Estimating fractal dimensions: a comparative review and open source implementations, Chaos, volume 33. [PDF]
• Datseris G, Vahdati AR, DuBois TC. (2021) Agents.jl: A performant and feature-full agent based modelling software of minimal code complexity. [PDF]
• Datseris G, Wagemakers A. (2021) Effortless estimation of basins of attraction. [PDF]

2020

• Datseris G, Isensee J, Pech S, Gál T. (2020) DrWatson: the perfect sidekick for your scientific inquiries, The Journal of Open Source Software, volume 5, no. 54, DOI:10.21105/joss.02673.
• Datseris G, Fleischmann R. (2020) Phase space analysis of quantum transport in electronic nanodevices, Journal of Physics Communications, volume 4, no. 7, pages 1-13, DOI:10.1088/2399-6528/AB8F01.
• Isensee J, Datseris G, Parlitz U. (2020) Predicting Spatio-temporal Time Series Using Dimension Reduced Local States, JOURNAL OF NONLINEAR SCIENCE, volume 30, no. 3, pages 713-735, DOI:10.1007/s00332-019-09588-7. [PDF]
• Krämer KH, Datseris G, Kurths J, Kiss IZ, Ocampo-Espindola JL, Marwan N. (2020) A unified and automated approach to attractor reconstruction. [PDF]

2019

• Datseris G, Hobson J. (2019) MIDI.jl: Simple and intuitive handling of MIDI data, The Journal of Open Source Software, volume 4, no. 35, DOI:10.21105/joss.01166.
• Datseris G, Geisel T, Fleischmann R. (2019) Robustness of ballistic transport in antidot superlattices, NEW JOURNAL OF PHYSICS, volume 21, article no. ARTN 043051, DOI:10.1088/1367-2630/ab19cc. [PDF]
• Datseris G, Hupe L, Fleischmann R. (2019) Estimating Lyapunov exponents in billiards, CHAOS, volume 29, no. 9, article no. ARTN 093115, DOI:10.1063/1.5099446. [PDF]
• Datseris G, Ziereis A, Albrecht T, Hagmayer Y, Priesemann V, Geisel T. (2019) Microtiming Deviations and Swing Feel in Jazz, SCIENTIFIC REPORTS, volume 9, article no. ARTN 19824, DOI:10.1038/s41598-019-55981-3. [PDF]
• Datseris G, Ziereis A, Albrecht T, Hagmayer Y, Priesemann V, Geisel T. (2019) Does it Swing? Microtiming Deviations and Swing Feeling in Jazz. [PDF]
• Isensee J, Datseris G, Parlitz U. (2019) Predicting Spatio-Temporal Time Series Using Dimension Reduced Local States. [PDF]
• Datseris G, Hupe L, Fleischmann R. (2019) Estimating Lyapunov exponents in billiards. [PDF]
• Datseris G, Fleischmann R. (2019) Husimi function for electrons moving in magnetic fields. [PDF]
• Datseris G, Fleischmann R. (2019) Phase space analysis of quantum transport in electronic nanodevices. [PDF]

2018

• Datseris G. (2018) DynamicalSystems.jl: A Julia software library for chaos and nonlinear dynamics, The Journal of Open Source Software, volume 3, no. 23, DOI:10.21105/joss.00598.

2017

• Datseris G. (2017) DynamicalBilliards.jl: An easy-to-use, modular and extendable Julia package for Dynamical Billiard systems in two dimensions, The Journal of Open Source Software, volume 2, no. 19, DOI:10.21105/joss.00458.
• Datseris G, Geisel T, Fleischmann R. (2017) Robustness of ballistic transport in antidot superlattices. [PDF]

2015

• Datseris G, Diakonos FK, Schmelcher P. (2015) Effective intermittency and cross correlations in the standard map, PHYSICAL REVIEW E, volume 92, no. 1, article no. ARTN 012914, DOI:10.1103/PhysRevE.92.012914. [PDF]
• Datseris G, Diakonos FK, Schmelcher P. (2015) Effective intermittency and cross-correlations in the Standard Map. [PDF]

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