I am Daniel Kirste, a Postdoctoral Researcher at TUM Campus Heilbronn, specialized in Cryptoeconomic Systems, Decentralized Finance, and Automated Market Makers. With a strong Computer Science background and a passion for economics, I earned my PhD in Information Systems from Karlsruhe Institute of Technology (KIT). With four years of experience as a Research Engineer in the corporate research department at Robert Bosch GmbH in Stuttgart, I apply my expertise to develop and implement practical solutions in cryptoeconomics and machine learning.
My research interests are cryptoeconomic systems, distributed systems, and machine learning.
Publications
2025
Journal Articles
Kirste, Daniel; Kannengießer, Niclas; Lamberty, Ricky; Sunyaev, Ali: Automated Market Makers in Cryptoeconomic Systems: A Taxonomy and Archetypes. ACM Computing Surveys, 2025 more…BibTeX
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Conference Papers / Poster
Drossos, Thanos; Kirste, Daniel; Kannengießer, Niclas; Sunyaev, Ali: Automated Market Makers: Toward More Profitable Liquidity Provisioning Strategies. Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, ACM, 2025, 358-365 more…BibTeX
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Zeller, Simon Caspar; Kandora, Paul-Niklas Ken; Kirste, Daniel; Kannengießer, Niclas; Rebennack, Steffen; Sunyaev, Ali: Automated Market Makers: A Stochastic Optimization Approach for Profitable Liquidity Concentration. 2025 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), IEEE, 2025, 1-9 more…BibTeX
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Kirste, Daniel; Poddey, Alexander; Kannengießer, Niclas; Sunyaev, Ali: On the influence of conventional and automated market makers on market quality in cryptoeconomic systems. Electronic Markets 34 (1), 2024, Art.-Nr.: 42 more…BibTeX
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Lamberty, Ricky; Kirste, Daniel; Kannengießer, Niclas; Sunyaev, Ali: HybCBDC: A Design for Central Bank Digital Currency Systems Enabling Digital Cash. IEEE Access 12, 2024, 137712–137728 more…BibTeX
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2023
Misc.
Kirste, Daniel; Kannengießer, Niclas; Lamberty, Ricky; Sunyaev, Ali: How Automated Market Makers Approach the Thin Market Problem in Cryptoeconomic Systems. arxiv, 2023, more…BibTeX
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