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An overview of data related study programms at the University

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One-shot Learning of Surrogates in PDE-constrained Optimization Under Uncertainty

Claudia Schillings, Freie Universität Berlin, Campus Golm, Building 28, Room 0.108 10:15 - 11:15

Bayesian and Deterministic Spatio-Temporal Methods with Edge-Preserving Priors for Inverse Problems

Mirjeta Pasha, Tufts University, US, Campus Golm, building 9, room 1.10, 12:13 - 13:15

Deep Learning Statistical Tests for Genetic Studies of Image Phenotypes

Christoph Lippert, HPI - Digital Health - Machine Learning, Campus Golm, Building 28, Room 0.108, 10:15 - 11:15

Statistical theory of asymmetric damage segregation in clonal cell populations

Arkady Pikovsky, University of Potsdam, Colloquium on Complex and Biological Systems 05.05.2023, 10:15 in Room 2.28.0.108

Geodesic Levy Flight and The Foraging Hypothesis

Leo Tzou, University of Amsterdam, Colloquium on Complex and Biological Systems 19.05.2023, 10:15 in Room 2.28.0.108

Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent

Vitalii Konarovskyi, University of Bielefeld, Colloquium on Complex and Biological Systems 26.05.2023, 10:15 in Room 2.28.0.108

Vorgestellt:
Bayesian deep learning for error estimation in the analysis of anomalous diffusion

We augment recently proposed machine-learning techniques for decoding anomalous-diffusion data to include an uncertainty estimate in addition to the predicted output.

UFS Day 13.07.2022

Meeting of the research focus data-centric sciences on July 13, via Zoom

UFS general meeting 02.06.2022

Our general meeting at 11:30 in room 28.2.123 and via Zoom

UFS Day 10.02.2022

Meeting of the research focus data-centric sciences on February 10, via Zoom

Electoral campaigning online: A novel large-scale (ad) data approach

Lukas Thiele starts his work in the group of Prof. Julia Fleischer (Chair in German Politics and Government)

https://pubs.rsc.org/en/content/articlehtml/2020/cp/d0cp03849k

Im Fokus:
In-plane diffusion of a doxorubicin drug molecule

The diffusion of doxorubicin drug molecules in silica nanoslits is non-Gaussian, intermittent and anticorrelated; Article in Phys. Chem. Chem. Phys.

Noctilucent cloud over Gülper Havel | Location: 52°43'35.1"N 12°13'07.0"E

Climate, Earth, Water, Sustainability

New international master course at the University of Potsdam

UFS Day 15.06.2021

Meeting of the research focus data-centric sciences on June 15, in room 2.28.0.102 and via Zoom

New Coordiantor of the UFS

Philipp Meyer has started as new coordinator on April 1st

Im Fokus:
Modeling COVID-19

Sequential data assimilation of the stochastic SEIR epidemic model for regional COVID-19 dynamics. R.Engbert, M.Rabe, R. Kliegl und S. Reich, Bull Math Biol 83, 1 (2021).

Recent Publications

Constraining neutron-star matter with microscopic and macroscopic collisions
Huth, S., Pang, P. T. H., Tews, I., Dietrich, T., Le Fèvre ,A., Schwenk, A., Trautmann, W., Agarwal, K., Bulla, M., Coughlin, M. W., & Van Den Broeck, C. (2022). Nature, 606:276–280.
Big-data approaches lead to an increased understanding of the ecology of animal movement
Nathan, R., Monk, C. T., Arlinghaus, R., Adam, T., Alós, J., Assaf, M., Baktoft, H., Beardsworth, C.E., Bertram, M.G., Bijleveld, A.I., Brodin, T., Brooks, J.L., Campos-Candela, A., Cooke, S. J., Gjelland, K. ø., Gupte, P. R., Harel, R., Hellström, G., Jeltsch, F., Killen, S.S., Klefoth, T., Langrock, R., Lennox, R.J., Lourie, E., Madden, J.R., Orchan, Y., Pauwels, I.S., Říha, M., Roeleke, M., Schlägel, U.E., Shohami, D., Signer, J., Toledo, S., Vilk, O., Westrelin, S., Whiteside, M.A., & Jarić, I. (2022). Science, 375(6582):eabg1780.
A Bayesian approach to dynamical modeling of eye-movement control in reading of normal, mirrored, and scrambled texts
Rabe, M. M., Chandra, J., Krügel, A., Seelig, S. A., Vasishth, S., & Engbert, R. (2021). Psychological Review. Advance online publication.
Sequential Data Assimilation of the Stochastic SEIR Epidemic Model for Regional COVID-19 Dynamics
Engbert, R., Rabe, M.M., Kliegl, R., & Reich, S. (2021). Bulletin of Mathematical Biology 83, 1
Climatic and biotic controls on topographic asymmetry at the global scale
Smith, T., & Bookhagen, B. (2021). Journal of Geophysical Research: Earth Surface, 126, e2020JF005692.
Leveraging large-deviation statistics to decipher the stochastic properties of measured trajectories
Thapa, S., Wyłomańska, A., Sikora, G., Wagner, C. E., Krapf, D., Kantz, H., Chechkin, A.V. & Metzler, R. (2021). New Journal of Physics, 23(1), 013008.
Universal relation between instantaneous diffusivity and radius of gyration of proteins in aqueous solution
Yamamoto, E., Akimoto, T., Mitsutake, A., & Metzler, R. (2021). Physical review letters, 126(12), 128101.
Modeling the effects of perisaccadic attention on gaze statistics during scene viewing
Schwetlick, L., Rothkegel, L.O.M., Trukenbrod, H.A., & Engbert, R. (2020). Communications Biology 3, 727
Applications of SAR interferometric coherence time series: Spatiotemporal dynamics of geomorphic transitions in the south-central Andes
Olen, S., & Bookhagen, B. (2020). Journal of Geophysical Research: Earth Surface, 125, e2019JF005141.
The diffusion of doxorubicin drug molecules in silica nanoslits is non-Gaussian, intermittent and anticorrelated
Fernández, A. D., Charchar, P., Cherstvy, A. G., Metzler, R., & Finnis, M. W. (2020). Physical Chemistry Chemical Physics, 22(48), 27955-27965.
Clustering river profiles to classify geomorphic domains
Clubb, F. J., Bookhagen, B., & Rheinwalt, A. (2019). Journal of Geophysical Research: Earth Surface, 124, 1417– 1439.
Complex networks reveal global pattern of extreme-rainfall teleconnections.
Boers, N., Goswami, B., Rheinwalt, A. et al. Nature 566, 373–377 (2019).