Inverse Network Dynamics - Network structure and function from nonlinear dynamics and time series data

We regret to announce that the workshop has to be re-scheduled due to the corona virus situation.

 

International Seminar & Workshop
22 - 31 July 2020

In contrast to the forward procedure of analyzing complex systems, we consider inverse problems: Topical questions include how to infer structure and models from multi-dimensional time series and how to design networks for a desired function. Progress relies on the rapidly increasing availability of time series data and novel tools for analyzing large data sets. The event shall bridge theory and method development with applications from biology and physics to computer science and engineering.

 

Topics include

  • multi-dimensional time series and data analytics
  • structural vs. statistical inference
  • probabilistic models
  • causal inference
  • compressed sensing
  • networks in biology, biomedical and engineering applications
  • bio-engineering and synthetic biology
  • unreliable, subsampled and heterogeneous data
  • model reduction
  • network design
  • machine learning and dynamical systems
  • computational and algorithmic challenges

Invited speakers

B. Barzel (IL)
S. Bialonski (DE)
S. Boccaletti (IT)
J. Casadiego (ES)
E. Ching (HK)
C. Grebogi (UK)
S. Grün (DE)
H. Kantz (DE)
N. Karaiskos (DE)
B. Lünsmann (DE)
E. Ott (US)
U. Parlitz (DE)
A. Pikovsky (DE)
V. Priesemann (DE)
M. Rosenblum (DE)
J. Runge (DE)
B. Schelter (UK)
E. Schneidman (IL)
S. Shai (US)
L. Tupikina (FR)
C. Uhler (US)

Scientific Coordinators

Klaus Lehnertz
(University of Bonn, Germany)

Mor Nitzan
(Harvard University, Cambridge, USA)

Marc Timme
(Technical University of Dresden - Center for Advancing Electronics, Germany)

Organisation

Maria Voigt
(Max Planck Institute for the Physics of Complex Systems, Dresden, Germany)

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Application

Applications are welcome and should be made by using the application form.

Applications received before 15th March 2020 are considered preferentially.

The number of attendees is limited. The registration fee for the international seminar and workshop is 140 Euro and should be paid by all participants. Costs for accommodation and meals will be covered by the Max Planck Institute. Limited funding is available to partially cover travel expenses.

Scientific Program

The detailed scientific program of the seminar and workshop will be available in May 2020.

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How to reach us

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