Senior Scientist @ ETH Zürich
Head of Research @
Aisot Technologies AG
Working at the interface of Complexity & Data Science
2016 - 2017
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Complexity Science
selected research
"AI Pontryagin or how artificial neural networks learn to control dynamical systems.",
Nature communications 2022
Complexity science (complex systems) studies systems and problems that are composed of many components which may interact with each other in a dynamic and non-linear way.
In particular, I am interested in interactions, described with the complex networks framework.
Data Science
selected research
"Exploring interpretable lstm neural networks over multi-variable data",
ICML 2020
Data science uses methods & algorithms from statistics, machine learning and other disciplines to extract insights from data. In particular, I am interested in machine learning for Financial Complex Systems and applications to FinTech and high frequency finance.
Teaching
EU projects participation
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SoBigData++ project
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SoBigData project: the European Research Infrastructure for Big Data and Social Mining.
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Multiplex project: Foundational Research on MULTI-level comPLEX networks and systems
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FOC project: Forecasting Financial Crisis
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e-LICO project: An e-Laboratory for Interdisciplinary Collaborative Research in Data Mining and Data-Intensive Science
Education & positions
Bachelor of Science in Computing
Faculty of Electrical Engineering and Computing, Croatia, Zagreb
Date 2005-2008
Master of Science in Computing
Faculty of Electrical Engineering and Computing, Croatia, Zagreb, LBCB group
Date 2008-2010
PhD in Computer Science (Complex Systems)
Institute Rudjer Boskovic, Croatia, Zagreb, Laboratory for Machine Learning and Knowledge Representations
Date 2010-2016
Robert Koch Institute, Berlin, Oct-Nov 2013
Postdoctoral researcher in Complexity & Data Science
Senior Scientist
Visiting research associate
Courant Institute of Mathematical Sciences,
New York, from Aug 2019
Supervisor & Panel member
PhD Program in Data Science, Scuola Normale Superiore, Pisa
Head of Research
Aisot Technologies AG
