Parameter identification in a probabilistic setting BV Rosić, A Kučerová, J Sıkora, O Pajonk, A Litvinenko, HG Matthies Engineering Structures 50, 179-196, 2013 | 117 | 2013 |

Sampling-free linear Bayesian update of polynomial chaos representations BV Rosić, A Litvinenko, O Pajonk, HG Matthies Journal of Computational Physics 231 (17), 5761-5787, 2012 | 92 | 2012 |

A deterministic filter for non-Gaussian Bayesian estimation—applications to dynamical system estimation with noisy measurements O Pajonk, BV Rosić, A Litvinenko, HG Matthies Physica D: Nonlinear Phenomena 241 (7), 775-788, 2012 | 83 | 2012 |

Inverse problems in a Bayesian setting HG Matthies, E Zander, BV Rosić, A Litvinenko, O Pajonk Computational Methods for Solids and Fluids: Multiscale Analysis …, 2016 | 76 | 2016 |

Parameter estimation via conditional expectation: a Bayesian inversion HG Matthies, E Zander, BV Rosić, A Litvinenko Advanced modeling and simulation in engineering sciences 3, 1-21, 2016 | 58 | 2016 |

Parametric and uncertainty computations with tensor product representations HG Matthies, A Litvinenko, O Pajonk, BV Rosić, E Zander Uncertainty Quantification in Scientific Computing: 10th IFIP WG 2.5 Working …, 2012 | 43 | 2012 |

Model updating techniques for damage detection in concrete beam using optical fiber strain measurement device J Waeytens, B Rosić, PE Charbonnel, E Merliot, D Siegert, X Chapeleau, ... Engineering Structures 129, 2-10, 2016 | 39 | 2016 |

Acceleration of uncertainty updating in the description of transport processes in heterogeneous materials A Kučerová, J Sıkora, B Rosić, HG Matthies Journal of Computational and Applied Mathematics 236 (18), 4862-4872, 2012 | 35 | 2012 |

Computational approaches to inelastic media with uncertain parameters B Rosić, HG Matthies Journal of Serbian Society for Computational Mechanics 2 (1), 28-43, 2008 | 29 | 2008 |

Parameter identification for phase-field modeling of fracture: a Bayesian approach with sampling-free update T Wu, B Rosić, L De Lorenzis, HG Matthies Computational mechanics 67, 435-453, 2021 | 27 | 2021 |

Comparison of Bayesian methods on parameter identification for a viscoplastic model with damage E Adeli, B Rosić, HG Matthies, S Reinstaedler, D Dinkler Metals 10 (7), 876, 2020 | 25 | 2020 |

Sampling-free linear Bayesian updating of model state and parameters using a square root approach O Pajonk, BV Rosić, HG Matthies Computers & Geosciences 55, 70-83, 2013 | 25 | 2013 |

Direct Bayesian update of polynomial chaos representations BV Rosic, A Litvinenko, O Pajonk, HG Matthies Journal of Computational Physics, 2011 | 25 | 2011 |

Variational formulations and functional approximation algorithms in stochastic plasticity of materials B Rosić PQDT-Global, 2013 | 24 | 2013 |

Methods for the uncertainty quantification of aircraft simulation models BV Rosić, JH Diekmann Journal of Aircraft 52 (4), 1247-1255, 2015 | 23 | 2015 |

Neural network-based surrogate model for a bifurcating structural fracture response BP van de Weg, L Greve, M Andres, TK Eller, B Rosic Engineering Fracture Mechanics 241, 107424, 2021 | 20 | 2021 |

Bayesian parameter determination of a CT-test described by a viscoplastic-damage model considering the model error E Adeli, B Rosić, HG Matthies, S Reinstädler, D Dinkler Metals 10 (9), 1141, 2020 | 20 | 2020 |

A thermo-mechanically coupled finite strain model considering inelastic heat generation V Dunić, N Busarac, V Slavković, B Rosić, R Niekamp, H Matthies, ... Continuum Mechanics and Thermodynamics 28, 993-1007, 2016 | 18 | 2016 |

Comparison of numerical approaches to Bayesian updating B Rosić, J Sıkora, O Pajonk, A Kučerová, HG Matthies Computational Methods for Solids and Fluids: Multiscale Analysis …, 2016 | 18 | 2016 |

Variational theory and computations in stochastic plasticity BV Rosić, HG Matthies Archives of computational methods in engineering 22, 457-509, 2015 | 18 | 2015 |