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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 - July 14, 2022
The Berlin Mathematics Research Center MATH+The Berlin Mathematics Research Center MATH+
 Optimal control in energy markets using rough analysis and deep networks
Project Head: Ch. Bayer, P. Friz, J. G. M. Schoenmakers, V. Spokoiny
January 1, 2019 - December 31, 2020
 On robustness of deep neural networks
Project Head: Ch. Bayer, P. Friz
January 1, 2019 - December 31, 2020
 Model-based geometry reconstruction from TEM images
Project Head: Th. Koprucki, K. Tabelow
January 1, 2019 - December 31, 2021
 Optimal transport for imaging
Project Head: P. Dvurechensky, M. Hintermüller, V. Spokoiny
January 1, 2019 - 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, 2021

Research Groups