SFB 1294
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    • Research Area A Theory and Algorithms
      • A01 Statistics for stochastic partial differential equations
      • A02 Long-time stability and accuracy of ensemble transform filter algorithms
      • A03 Sequential and adaptive learning under dependence and non-standard objective functions
      • A04 Nonlinear statistical inverse problems with random observations
      • A05 Combining non parametric statistical and probabilistic approaches for inference on cloud-of-points data
      • A06 Approximative Bayesian inference and model selection for stochastic differential equations (SDEs)
      • A07 Model order reduction for Bayesian inference
    • Research Area B Algorithms and Applications
      • B02 Inferring the dynamics underlying protrusion-driven cell motility
      • B03 Parameter inference and model comparison in dynamical cognitive models
      • B04 Parametric and nonparametric modeling of spatiotemporal change patterns in seismicity using Hawkes processes
      • B05 Attention selection and recognition in scene-viewing
      • B06 Novel methods for the 3D reconstruction of the dynamic evolution of the Van Allen belts using multiple satellite measurements
      • B07 Inferring active particle dynamics by data assimilation
      • B08 Continuous learning by integrating reinforcement learning and data assimilation to individualise drug treatments
      • B09 Neural network modelling of brain responses during language comprehension
    • Research Area Z Common Activities
      • Z03 Information Infrastructure for data assimilation
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  1. Data assimilation - the collaborative research centre SFB1294
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News in 2025

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11.04.2025

Focus Retreat on Hiddensee 2025

The 4th Focus Retreat on Hiddensee took place from April 11th to 15th, 2025. The research groups of Sebastian Reich (UP), Wilhelm Stannat (TU Berlin),… more ›

05.04.2025

Melina Freitag was invited speaker at the 7th Day of Mathematics at the TU Chemnitz

Melina Freitag was invited speaker at the 7th Day of Mathematics at the TU Chemnitz. As part of her keynote speech on "Looking into the Future with… more ›

01.04.2025

AI-supported analysis, modeling and synthesis of organoids

This month, a new project on organoids kicks-off. The project is funded by the Carl Zeiss Foundation and will investigate the precise description of… more ›

01.04.2025

Digital Twins: Synergy Between Data Assimilation and Optimal Control

A new publication on Digital Twins: Synergy Between Data Assimilation and Optimal Control was announced in the SIAM News section. Please find the… more ›

16.01.2025

Sebastian Reich was invited speaker at Oden Institute - University of Austin in Texas

Sebastian Reich was invited speaker at Oden Institute, University of Austin in Texas, and gave a talk on "Generative modelling using Schrödinger… more ›

02.01.2025

Melina Freitag is speaker of the CRC

The CRC 1294 started the new year with restructures in the leading team. Melina Freitag is speaker of the CRC and will be supported by Han Lie as vice… more ›

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Institute of Mathematics

SFB 1294 – Data Assimilation
Institute of Mathematics
Karl-Liebknecht-Str. 24-25
14476 Potsdam - OT Golm

SFB1294[at]uni-potsdam.de
+49 331 977 203137

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