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
      • B10 Bayesian deep learning to study non-Gaussianity, correlations, and change-points in cell-driven transport
      • B11 Understanding time-varying Earth System properties using data assimilation
    • Research Area Z Common Activities
      • Z03 Information Infrastructure for data assimilation
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  1. Data assimilation - the collaborative research centre SFB1294
  2. Events

Events in 2026

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20Jan2026

Research Colloquium with Jochen Bröcker (University of Reading)

Jochen Bröcker, University of Reading 2.09.2.2214:00-16:00 Uhr

Dynamical reconstruction of forcings in quasigeostrophic and transport-diffusion equations

Abstract: In this talk, we will discuss simple data…

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29Jan2026

Research Colloquium with Robin Armstrong (Cornell University)

Robin Armstrong, Cornell University Bld. 914:00–16:00

Estimating and Manipulating High-Dimensional Covariance Operators for Ensemble Data Assimilation. 

Abstract: Many algorithms in data assimilation and…

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30Mar2026

Research Colloquium with Jonas Latz (UManchester)

Jonas Latz, UManchester Golm, House 9, Room 2.2214:30–15:30

Jonas Latz will talk about Losing momentum in continuous-time stochastic optimisation

Abstract: The training of modern machine learning models often…

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31Mar2026

Research Colloquium with Botond Szabó (Bocconi University)

Botond Szabó, Bocconi University Golm, House 9, 2.2210:00-11:45

We are happy welcome Botond Szabó to give a talk on Deep Vecchia Gaussian Processes

Abstract: Deep Gaussian processes have several advantages…

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21Apr2026

Research Colloquium with Omar Kassi (Bocconi University)

Omar Kassi, Bocconi University Golm, House 9, 2.2211:00–12:00

Omar Kassi will give talk on Structural adaptation and rate accelerated estimation in bivariate functional data

We introduce directional regularity,…

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29Apr2026

What is ... a Krylov space? | Thomas Mach (UP)

Thomas Mach, UP Bld. 9, Room 1.2213:00 – 13:45

What is ... a Krylov subspace?

Thomas Mach revives the introductory lectures to bring everyone to level with key concepts of colloquium talks, the …

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29Apr2026

Silvia Gazzola (Università di Pisa): Iterative regularization methods for solving inverse problems: classical and randomized algorithmic approaches | Joint Interdisciplinary Colloquium with the Institute for Mathematics

Silvia Gazzola, Università di Pisa Bld. 9, Room 2.2214:00–15:30

Iterative regularization methods for solving inverse problems: classical and randomized algorithmic approaches

Inverse problems broadly consist in…

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22May2026

9th Kálmán Lecture with Ruth Baker

Ruth Baker, UOxford Campus Griebnitzsee, House 6, Room H0113:00–16:00

Ruth Baker from Oxford University will be the speaker of our 9th Kálmán Lecture on Fri 22 May. Ruth will give a one-hour talk after which we can spend…

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12Jun2026

Honorary Colloquium for Manfred Opper

14:00–17:00

After being a principal investigator of SFB 1294 over two funding periods, we would like to honour his outstanding scientific career and long-standing…

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26Jun2026

Research Colloquium with Ken Hara (Stanford University)

Ken Hara, Stanford University

Title: TBA

Abstract: TBA

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28Jul2026

Berlin Summer School on Applied Stochastic Analysis

IRTG2026TU Berlin27.7.2026–31.7.2026

The Berlin Summer School in Applied Stochastic Analysis will take place at TU Berlin from 28 to 31 July 2026. It acts as an international hub for PhD…

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28Sep2026

Autumn School 2026 in Boltenhagen

Boltenhagen28.9.2026–2.10.2026

The annual SFB Spring School 2026 is an Autumn School this year to allow all new members of the third phase to come along. It will take place from…

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SFB 1294

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Coordinated by the University of Potsdam

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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