Stochastic and AI Modeling of Complex Systems

organized by Hugo Steinhaus Center
Wroclaw University of Science and Technology, Poland,
December 6-7, 2019

Venue:
Hugo Steinhaus Center,
building C-11, room P.01, Wrocław University of Technology,
Janiszewskiego 14a Street, Wrocław, Poland

Preliminary programme:

Friday, 6th December
14:45 - 15:00 Coffee break
15:00 - 16:30 Session I
      Opening address
      Diego Krapf (Colorado State University), Heterogeneous anomalous diffusion in the cytoplasm of mammalian cells
      Igor Sokolov (Humboldt-Universität zu Berlin), Generalized diffusion equations and subordination schemes
      Jan Palczewski (University of Leeds), Time-constrained Automated Machine Learning via high-dimensional stochastic control

16:30 - 16:45 Coffee break

16:45 - 18:15 Session II
      Janusz Szwabiński (WUST), Classification of SPT data with machine learning methods
      Witold Pawlus (Nokia, Wrocław), ML-based forecasting of electronic components deliveries in supply chain management applications
      Piotr Szajowski (Capgemini, Wrocław), Anomaly Detection in Real Sequential Data - Where a Surprise Can Happen?

Saturday, 7th December
9:00 - 10:30 Session III
      Davide Calebiro (University of Birmingham), Complex diffusion and trafficking govern the spatiotemporal dynamics of receptor signalling
      Wanli Wang (Bar Ilan University), Transport in disordered systems: the single big jump approach
      Jakub Ślęzak (WUST), From diffusion in compartmentalized media to non-Gaussian random walks

10:30 - 10:45 Coffee break

10:45-12:15 Session IV
      Carlo Manzo (University of Vic), A quantitative view of protein organization and diffusion
      Agnieszka Wyłomańska (WUST), Time averaged mean square displacement for Gaussian processes. Theory and Applications
      Samudrajit Thapa (Potsdam University), Characterizing random motion on the basis of large deviation property

12:15 - 13:00 Lunch

13:00 - 14:30 Session V
      D. Robert Iskander (WUST), Bootstrap-based optimal model selection for nonlinear systems
      Erez Aghion (Max Planck, Dresden), Using the infinite-invariant density to study the Moses, Noah and Joseph effects in Levy walk
      Grzegorz Sikora (WUST), Statistical test for fractional Brownian motion based on detrending moving average algorithm

14:30 - 14:45 Coffee break

14:45 - 16:15 Session VI
      Gianni Pagnini (BCAM, Bilbao), Power-law distributions as a footprint of ensemble heterogeneity
      Aleksei Chechkin (Potsdam University), From first passage and arrival for alpha-stable random motion to efficiency and reliability for Lévy flight random search
      Michał Balcerek (WUST), Testing of fractional Brownian motion in a noisy environment

19:00 - ... Dinner (Restaurant Drevny Kocur, ul.Podwale 83, http://drevnykocur.cz/) )

List of invited guests:

      1. Erez Aghion, Max Planck, Dresden
      2. Davide Calebiro, University of Birmingham
      3. Aleksei Chechkin, Potsdam University
      4. D. Robert Iskander, Wrocław University of Science and Technology
      5. Diego Krapf, Colorado State University
      6. Carlo Manzo, University of Vic
      7. Gianni Pagnini, BCAM, Bilbao
      8. Jan Palczewski, University of Leeds
      9. Witold Pawlus, Nokia, Wrocław
      10. Igor Sokolov, Humboldt-Universität zu Berlin
      11. Piotr Szajowski, Capgemini, Wrocław
      12. Samudrajit Thapa, Potsdam University
      13. Wanli Wang, Bar Ilan University

Organizers

      1. Michał Balcerek, Wrocław University of Science and Technology
      2. Krzysztof Burnecki, Wrocław University of Science and Technology
      3. Marcin Magdziarz, Wrocław University of Science and Technology
      4. Janusz Szwabiński, Wrocław University of Science and Technology
      5. Aleksander Weron, Wrocław University of Science and Technology
      6. Agnieszka Wyłomańska, Wrocław University of Science and Technology