1. Data assimilation - the collaborativ research centre SFB1294
  2. Open Science
  3. Publications

Publications

  • N. A. Aseev, Y. Y. Shprits, A. Y. Drozdov, A. C. Kellerman, M. E. Usanova, D. Wang, I. S. Zhelavskaya (2017). Signatures of Ultrarelativistic Electron Loss in the Heart of the Outer Radiation Belt Measured by Van Allen Probes. Journal of Geophysical Research, 122, 10102-10111. doi: 10.1002/2017JA024485

  • B. Ni, X. Cao, Y. Y. Shprits, D. Summers, X. Gu, S. Fu, Y. Lou (2018). Hot Plasma Effects on the Cyclotron-Resonant Pitch-Angle Scattering Rates of Radiation Belt Electrons Due to EMIC Waves. Geophysical Research Letters, 45, 21-30. doi: 10.1002/2017GL07602

  • S. Makowski, L. Jäger, A. Abdelwahab, N. Landwehr and T. Scheffer (2018). A discriminative model for identifying readers and assessing text comprehension from eye movements. Proceedings of the European Conference on Machine Learning (ECML-2018). Free PDF

  • S. Risse and S. Seelig (2018). Stable Preview Difficulty Effects. Quarterly Journal of Experimental Psychology. doi: 10.17605/OSF.IO/KZ483

  • S. Alonso, M. Stange and C. Beta (2018). Modeling random crawling, membrane deformation and intracellular polarity of motile amoeboid cells. PLoS ONE, 13(8): e0201977. doi: 10.1371/journal.pone.0201977

  • M. Morzfeld and S. Reich (2018). Data assimilation: mathematics for merging models and data. Snapshots of modern mathematics from Oberwolfach, 11. doi: 10.14760/SNAP-2018-011-EN

  • G. Zöller (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, 4906-4921. doi: 10.1029/2017JB015099

  • J. de Wiljes, S. Reich and W. Stannat (2018). Long-Time Stability and Accuracy of the Ensemble Kalman--Bucy Filter for Fully Observed Processes and Small Measurement Noise. SIAM Journal on Applied Dynamical Systems, 17, 1152-1181. doi: 10.1137/17M1119056 (free PDF)

  • H. H. Schütt, L. O. M. Rothkegel, H. A. Trukenbrod, S. Reich, F. A. Wichmann and R. Engbert (2017). Likelihood-based parameter estimation and comparison of dynamical cognitive models. Psychological Review, 124, 505-524. doi:10.1037/rev0000068 

  • G. Blanchard, M. Hoffmann and M. Reiß (2017). Early stopping for statistical inverse problems via truncated SVD estimation. arXiv:1710.07278

  • G. Blanchard and O. Zadorozhnyi (2017). Concentration of weakly dependent Banach-valued sums and applications to kernel lerning methods. arXiv:1712.01934

  • G. Blanchard, M. Hoffmann and M. Reiß (2017). Optimal adaptation for early stopping in statistical inverse problems. arXiv:1606.07702

  • J. de Wiljes, W. Acevedo and S. Reich (2017). A second-order accurate ensemble transform particle filter. SIAM Journal on Scientific Computing, 39, A1834-A1850. doi:10.1137/16M1095184 (arXiv:1608.08179)

  • D. Angwenyi, J. de Wiljes and S. Reich (2017). Interacting particle filters for simultaneous state and parameter estimation. arXiv:1709.09199

  • I. S. Zhelavskaya, Y. Y. Shprits and M. Spasojevic (2017). Empirical modeling of the plasmasphere dynamics using neural networks. Journal of Geophysical Research: Space Physics, 122, 11227–11244. doi:10.1002/2017JA024406

  • A. Taghvaei, J. de Wiljes, P. G. Mehta and S. Reich (2017). Kalman filter and its modern extensions for the continuous-time nonlinear filtering problem. ASME Journal of Dynamical Systems, Measurement, and Control, 140(3), 030904. doi:10.1115/1.4037780 (arXiv:1702.07241)

  • J. E. Borovsky and Y. Y. Shprits (2017). Is the Dst Index Sufficient to Define All Geospace Storms?. Journal of Geophysical Research: Space Physics, 122, 11543-11547. doi:10.1002/2017JA024679

     

  • J. de Wiljes, S. Reich and W. Stannat (2017). Long-time stability and accuracy of the ensemble Kalman-Bucy filter for fully observed processes and smallmeasurement noise. arXiv:1612.06065