Projects

Shown are all currently funded projects. A list of completed projects (since 2008) can be found here .

Berliner Kompetenzzentrums für Maschinelles Lernen (BZML)Berliner Kompetenzzentrums für Maschinelles Lernen (BZML)
 Adaptive Topological Data Analysis
Project Head: V. Spokoiny
August 1, 2018 - July 31, 2022
ERC Consolidator GrantERC Consolidator Grant
 Geometric aspects in pathwise stochastic analysis and related topics (>> more)
Project Head: P. Friz
September 1, 2016 - August 31, 2021
FOR 2402: Rough paths, stochastic partial differential equations and related topicsFOR 2402: Rough paths, stochastic partial differential equations and related topics
 Numerical analysis of rough PDEs (>> more)
Project Head: Ch. Bayer, J. G. M. Schoenmakers, R. Kruse
July 15, 2016 - February 28, 2023
High Dimensional Non Stationary Time SeriesHigh Dimensional Non Stationary Time Series
 A1: Structuring high-dimensional time series (>> more)
Project Head: V. Spokoiny
October 1, 2013 - May 30, 2022
Stochastic Analysis in InteractionStochastic Analysis in Interaction
 Numerics for rough paths and SPDEs
Project Head: Ch. Bayer
April 1, 2020 - March 31, 2023
The Berlin Mathematics Research Center MATH+The Berlin Mathematics Research Center MATH+
 Random Alloy Fluctuations in Semiconductors (>> more)
Project Head: Ch. Bayer, Th. Koprucki
January 1 - December 31, 2021
 Optimal control in energy markets using rough analysis and deep networks (>> more)
Project Head: Ch. Bayer, P. Friz, J. G. M. Schoenmakers, V. Spokoiny
January 1, 2019 - December 28, 2021
 Analysis of brain signals by Bayesian Optimal Transport (>> more)
Project Head: P. Dvurechensky, V. Spokoiny
January 1, 2021 - December 31, 2022
 Stochastic and rough aspects in deep neural networks (>> more)
Project Head: Ch. Bayer, P. Friz
January 1, 2021 - December 31, 2022
 Model-based geometry reconstruction from TEM images (>> more)
Project Head: Th. Koprucki, K. Tabelow
January 1, 2019 - December 31, 2021
 Optimal transport for imaging (>> more)
Project Head: P. Dvurechensky, M. Hintermüller, V. Spokoiny
January 1, 2019 - December 31, 2021
 Mathematical Framework for MR Poroelastography (>> more)
Project Head: A. Caiazzo, K. Tabelow, I. Sack (Charité)
January 1 - December 31, 2021
SFB 1294: Data Assimilation - The Seamless Integration of Data and ModelsSFB 1294: Data Assimilation - The Seamless Integration of Data and Models
 Approximative Bayesian inference and model selection for stochastic differential equations (SDEs) (>> more)
Project Head: V. Spokoiny, M. Opper (TU Berlin), S. Reich (Universität Potsdam)
July 1, 2017 - June 30, 2025