Publications

Aseev, N. A., Shprits, Y. Y., Drozdov A. Y., Kellerman, A. C., Usanova, M. E., Wang, D., Zhelavskaya, I. S. (2017) Signatures of Ultrarelativistic Electron Loss in the Heart of the Outer Radiation Belt Measured by Van Allen Probes, Journal of Geop. Res., 10, 122. doi: 10.1002/2017JA024485
Ni, BB, X. Cao, YY. Shprits, D. Summers, XD. Gu, S. Fu, YQ. Lou, (2018) Hot Plasma Effects on the Cyclotron-Resonant Pitch-Angle Scattering Rates of Radiation Belt Electrons Due to EMIC Waves, Geophys. Res. Lett., 1, 45. doi: 10.1002/2017GL07602
Makowski, Silvia, Jäger, Lena, Abdelwahab, Ahmed, Landwehr, Niels, Scheffer, Tobias (2018), A discriminative model for identifying readers and assessing text comprehension from eye movements. Proceedings of the European Conference on Machine Learning, 2018
Risse, Sarah and Seelig, Stefan (2018) Stable Preview Difficulty Effects. Quarterly Journal of Experimental Psychology. doi: 10.17605/OSF.IO/KZ483
Alonso, Sergio, Stange, Maike, Beta Carsten (2018) Modeling random crawling, membrane deformation and intracellular polarity of motile amoeboid cells. PLoS ONE, 13(8): e0201977.
Morzfeld, Matthias and Reich, Sebastian (2018) Data assimilation: mathematics for merging models and data. Snapshots of modern mathematics from Oberwolfach, No. 11/2018.
Zöller, Gert (2018) A Statistical Model for Earthquake Recurrence Based on the Assimilation of Paleoseismicity, Historic Seismicity, and Instrumental Seismicity Journal of Geophysical Research: Solid Earth, 123. https://doi.org/10.1029/2017JB015099
de Wiljes, Jana, Reich, Sebastian, Stannat, Wilhelm (2018) Long-Time Stability and Accuracy of the Ensemble Kalman--Bucy Filter for Fully Observed Processes and Small Measurement Noise. SIAM J. Applied Dynamical Systems, Vol. 17 (2), pp. 1152-1181. https://epubs.siam.org/doi/10.1137/17M1119056 (free PDF)
Schütt, Heiko H., Rothkegel, Lars O. M., Trukenbrod, Hans A., Reich, Sebastian, Wichmann, Felix A., Engbert, Ralf (2017) Likelihood-based parameter estimation and comparison of dynamical cognitive models. Psychological Review, Vol 124(4), Jul 2017, 505-524 http://dx.doi.org/10.1037/rev0000068
Gilles Blanchard, Marc Hoffmann, Markus Reiß (2017) Early stopping for statistical inverse problems via truncated SVD estimation. arXiv:1710.07278
Gilles Blanchard, Oleksandre Zadorozhnyi (2017); Concentration of weakly dependent Banach-valued sums and applications to kernel lerning methods. arXiv:1712.01934
Gilles Blanchard, Marc Hoffmann, Markus Reiß (2017) Optimal adaptation for early stopping in statistical inverse problems. arXiv:1606.07702
de Wiljes, Jana, Acevedo, Walter, Reich, Sebastian (2017) A second-order accurate ensemble transform particle filter. SIAM J. Sci. Comput., 39, A1834-A1850
Angwenyi David, Jana de Wiljes, and Sebastian Reich (2017) Interacting particle filters for simultaneous state and parameter estimation. arXiv:1709.09199
Zhelavskaya, I. S., Shprits, Y. Y., & Spasojevic, M. (2017). Empirical modeling of the plasmasphere dynamics using neural networks. Journal of Geophysical Research: Space Physics, 122, 11, 227–11, 244. doi: 10.1002/2017JA024406
Amirhossein Taghvaei, Jana de Wiljes, Prashant G. Mehta, and Sebastian Reich (2017) Kalman filter and its modern extensions for the continuous-time nonlinear filtering problem ASME Journal of Dynamical Systems, Measurement, and Control, published online August 31, 2017, arXiv:1702.07241
Borovsky, J. E., Shprits, Y.Y. (2017) Is the Dst Index Sufficient to Define All Geospace Storms?, Journal of Geop. Res., 11, 122. doi:10.1002/2017JA024679
Jana de Wiljes, Sebastian Reich and Wilhelm Stannat (2017) Long-time stability and accuracy of the ensemble Kalman-Bucy filter for fully observed processes and smallmeasurement noise. arXiv:1612.06065