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

Publications

  • Rouyer, C., Ortner, R., and Auer, P. (2026): Understanding the Gaps in Satisficing Bandits. In: Proceedings
    of the 43rd International Conference on Machine Learning (ICML). 2026. URL: openreview.net/forum.

  • Carpentier, A., Rouyer, C., Tsybakov, A., and Akhavan, A. (2026): Sharp Optimal Algorithm for Derivative-Free Stochastic Convex Optimization in One Dimension. arXiv: 2607.12938 [math.OC]. URL:
    arxiv.org/abs/2607.12938

  • Hainzl, S., Dahm, T., and Tramelli, A. (2026): A deformation-driven earthquake interaction model for seismicity at Campi Flegrei, Communications Earth and Environment, Vol. 7, 244. doi:110.1038/s43247-026-03296-3

  • Maleki Asayesh, B., Hainzl, S., Tatar, M., Zöller, and M., Soltani Moghadam, S. (2026): Reservoir related seismicity changes around the Gotvand Dam (south west of Iran), Geophysical Journal International, Vol. 245 (1), ggag043. doi:10.1093/gji/ggag043

  • König, J., Cheng Lie, H., (2026). Posterior error bounds for prior-driven balancing in linear Gaussian inverse problems, arXiv 2601.03971

  • Altmann, R., Cortes Garcia, I., Paakkunainen, E., Schulze, P., Schöps, S. (2026). Energy-based modeling for field–circuit coupling. Applied Mathematical Modelling, Volume 155. https://doi.org/10.1016/j.apm.2025.116688

  • Kinon, P. L., Morandin, R., Schulze, P. (2026). Discrete gradient methods for port-Hamiltonian differential-algebraic equations. Applied Numerical Mathematics, Volume 223. https://doi.org/10.1016/j.apnum.2025.12.006

  • Carere, G., Cheng Lie, H. (2026). Generalized Rank-Constrained Approximations of Hilbert–Schmidt Operators on Separable Hilbert Spaces and Applications. Numerical Functional Analysis and Optimization, Volume 47, Issue 7–10. doi.org/10.1080/01630563.2025.2598467

  • Albrecht, J., Dautzenberg, L.S., Opper, M., Beta, C., Großmann, R. (2026): Likelihood-based heterogeneity inference reveals nonstationary effects in biohybrid cell-cargo transport. Physical Review Research, 8, 013106.

  • Fast, V., Datta, A., Park, J.,  Großmann, R., Pfeifer, V.,  Kim, Y., Lee, W., Lim, S., Beta, C. (2026): Swimming patterns of a multi-mode bacterial swimmer in fluid shear flow. Biophysical Journal, 125.

  • Albrecht, J., Opper, M., Großmann, R. (2026): A Likelihood Approach for Inference of Population Heterogeneity in Particle Ensembles with Second-Order Langevin Dynamics. Communications Physics, 9, 165.

  • Beier, S., Pfeifer, V., Datta, A., Großmann, R., Beta, C. (2026): Dual Chemotaxis Strategy of Bacteria in Porous Media: Run Time and Turn Angle Bias. Biophysical Journal 125.

  • Jiang, Z, Andreou, M, Reich, S, Chen, N (2026) A Continuous-Time Ensemble Kalman-Bucy Smoother for Causal Inference and Model Discovery arXiv preprint arXiv:2604.25157

  • Cordero-Encinar, P, Duncan, A.B., Reich, S. & Akyildiz, O.D. (2026) Sampling by averaging: A multiscale approach to score estimationarXiv 2508.15069 to appear in Advances in Neural Information Processing Systems 38 (NeurIPS 2025), 81139-81186.

  • Abedi, E., Bechtold, F., Rehmeier, M (2026): Non-uniqueness of nonlinear Markov processes in the sense of McKean associated with parabolic PDEs, https://doi.org/10.48550/arXiv.2604.25851

  • Martinez-Torres, C., Stannat, W. & Szalankiewicz, J. (2026): Nonlinear filtering and spatial asymptotic consistency for SPDEs observed via spatio-temporal point processes. Stoch PDE: Anal Comp . https://doi.org/10.1007/s40072-026-00418-y