Mathematics of Past and Present Social Systems: Workshop I: Data-driven modeling and analysis
The semester is organized by the Cluster of Excellence Math+, supported by the Einstein Foundation Berlin and will take place at ZIB.
Organizers
Nataša Djurdjevac Conrad (ZIB)
Benjamin Ducke (DAI)
Friederike Fless (DAI)
Stefan Klus (U Surrey)
Jürgen Kurths (PIK/HU)
Christof Schütte (ZIB/FU)
Stefanie Winkelmann (ZIB)
Sarah Wolf (FU/GCF)
The semester is organized within the framework of the Berlin Mathematics Research Center Math+ and supported by the Einstein Foundation Berlin.
We are committed to fostering an atmosphere of respect, collegiality, and sensitivity. Please read our MATH+ Collegiality Statement.
Registration
To register for an event / events within the Thematic Einstein Semester please use the link:
Scope of the Semester
The Thematic Einstein Semester The Mathematics of Complex Social Systems: Past, Present, and Future aims at unlocking the potential for mathematical modeling and reasoning within the extremely large and diversified fields of study that constitute modern Social Sciences and the Humanities. It shall bring together young researchers and experienced scholars from mathematics and other disciplines to focus on complex social systems, with a two-fold focus on agent-based models (ABMs) and data-driven methods. The TES will consist of specific events, continuous activities over the semester, and research visits.
Workshop I: Data-driven modeling and analysis (26 April 2022)
The goal of this workshop is to provide an overview of data-driven methods for the analysis of time-series data. Given only measurement or simulation data, these methods can be used to extract global properties of the underlying system such as time scales and metastable sets or to directly learn the governing equations of the system. Further information can be found here.