Project Details
SFB 1294: Data Assimilation – The Seamless Integration of Data and Models
Subject Area
Mathematics
Term
since 2017
Website
Homepage
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 318763901
No abstract available
DFG Programme
Collaborative Research Centres
Current projects
- A01 - Statistics of stochastic partial differential equations (SPDEs) (Project Heads Beta, Carsten ; Reiß, Markus ; Roelly, Sylvie ; Stannat, Wilhelm )
- A02 - Long-time stability and accuracy of ensemble transform filter algorithms (Project Heads Reich, Sebastian ; Stannat, Wilhelm ; De Wiljes, Jana )
- A03 - Sequential and adaptive learning under dependence and non-standard objective functions (Project Heads Blanchard, Gilles ; Carpentier, Alexandra ; De Wiljes, Jana )
- A04 - Nonlinear statistical inverse problems with random observations (Project Heads Blanchard, Gilles ; Freitag, Melina ; Huisinga, Wilhelm ; Lie, Han Cheng ; Reiß, Markus ; Stankewitz, Bernhard )
- A07 - Data-based model order reduction for stochastic dynamics (Project Heads Freitag, Melina ; Hartung, Niklas ; Lie, Han Cheng ; Redmann, Martin )
- B03 - Gaze dynamics and reinforcement learning during Pavlovian conditioning (Project Heads Carpentier, Alexandra ; Engbert, Ralf ; Reich, Sebastian ; Schad, Daniel )
- B04 - Point process modelling of seismicity: deaggregation and model reduction (Project Heads Hainzl, Sebastian ; Holschneider, Matthias ; Reich, Sebastian ; Zöller, Gert )
- B06 - Reconstructing and predicting the near-Earth radiation environment utilising dimension reduction (Project Heads Freitag, Melina ; Shprits, Ph.D., Yuri ; Stolle, Claudia ; De Wiljes, Jana )
- B07 - Inferring the collective dynamics of active particle by data assimilation (Project Heads Beta, Carsten ; Großmann, Robert ; Opper, Manfred )
- B08 - Continual learning by combining reinforcement learning and data assimilation in the context of precision therapy (Project Heads Hartung, Niklas ; Huisinga, Wilhelm ; Opper, Manfred ; De Wiljes, Jana )
- B10 - Bayesian deep learning to study non-Gaussianity, correlations, and change-points in cell-driven transport (Project Heads Beta, Carsten ; Metzler, Ralf )
- B11 - Understanding time-varying Earth System properties using data assimilation (Project Heads Reich, Sebastian ; Wagener, Thorsten )
- MGK - Integrated Research Training Group (Project Heads Freitag, Melina ; Huisinga, Wilhelm ; Roelly, Sylvie )
- Z01 - Central tasks of the CRC (Project Heads Freitag, Melina ; Reich, Sebastian )
Completed projects
- A05 - Combining nonparametric statistical and probabilistic approaches for inference on cloud-of-points data (Project Heads Blanchard, Gilles ; Roelly, Sylvie )
- A06 - Approximate Bayesian inference and model selection for stochastic differential equations (SDEs) (Project Heads Opper, Manfred ; Reich, Sebastian ; Spokoiny, Vladimir )
- B02 - Inferring the dynamics underlying protrusion-driven cell motility (Project Heads Beta, Carsten ; Holschneider, Matthias ; Huisinga, Wilhelm )
- B05 - Attention selection and recognition in scene viewing (Project Heads Engbert, Ralf ; Scheffer, Tobias )
- B09 - Neural network modelling of brain responses during language comprehension (Project Heads Rabovsky, Milena ; Reich, Sebastian )
- INF - Information infrastructure for data assimilation (Project Heads Engbert, Ralf ; Lucke, Ulrike ; Scheffer, Tobias )
Applicant Institution
Universität Potsdam
Participating University
Humboldt-Universität zu Berlin; Technische Universität Berlin; Technische Universität Ilmenau; Universität Rostock
Participating Institution
GFZ Helmholtz-Zentrum für Geoforschung; HMU Research, Development und Innovation gGmbH (HMU RDI)
Spokespersons
Professorin Dr. Melina Freitag, since 1/2025; Professor Dr.-Ing. Sebastian Reich, until 12/2024
