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

Research Colloquia 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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22May2026

9th Kálmán Lecture with Ruth Baker: What is parameter identifiability, why do we need identifiable models, and what can identifiable models tell us about regulation of the cell cycle?

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 talk after which we can spend some…

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17Jun2026

Research Colloquium by Philipp Schulze (TU Berlin)

Philipp Schulze , TU Berlin Golm, House 9, 1.2212:15-13:45

Structure-Preserving Model Order Reduction for Energy-Based Models

Projection-based model order reduction (MOR) aims for reduced-order models (ROMs)…

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24Jun2026

Research Colloquium with Catherine Powell (UManchester)

Cathrine Powell, UManchester Golm, House 9, Room 1.2212:00–13:00

Low Rank Solvers for Computing Stochastic Galerkin Surrogates

Stochastic Galerkin (SG) methods provide a surrogate modelling technique for…

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26Jun2026

Research Colloquium with Ken Hara (Stanford University)

Ken Hara, Stanford University Golm, Haus 28, Lecture Hall 0.10810:15-11:30

Dynamic state and parameter estimation of partially ionized plasmas using sequential data assimilation

Ionized gases, also known as plasmas, play an…

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08Jul2026

Research Colloquium with Lorenzo Piccinini (University of Bologna)

Lorenzo Piccinini, Uni Bologna Golm, House 9, Room 1.2212:00–13:00

Title: Truncated LSQR for matrix and tensor equations

Abstract: We are interested in the numerical solution of multi-term matrix and tensor least…

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24Jul2026

[Cancelled!] Research Colloquium with Arik Yochelis (Ben-Gurion University)

Arik Yochelis, Ben-Gurion University Golm, Haus 28, Lecture Hall 0.10810:15-11:45

[Unfortunately, the research colloquium had to be cancelled!]

Multiple cellular motility modes driven by actin waves: Mechanisms revealed by…

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17Sep2026

Research Seminar with Darius Faroughy (Rutgers University)

Darius Faroughy, Rutgers University Golm, House 9, Room 2.2210:15-11:45

From Flow Matching to Flows in Function Space

Flow matching provides a simple framework for generative modeling by learning a time-dependent vector…

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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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