Hermann Georg Matthies ▲ Sign in to save

• Viscoplasticity model stochastic parameter identification: Multi-scale approach and Bayesian inference

  2022 HAL (Le Centre pour la Communication Scientifique Directe) article Decision Sciences Probabilistic and Robust Engineering Design

  0

  citations
• Computing f‐divergences and distances of high‐dimensional probability density functions

  2022 Numerical Linear Algebra with Applications article Mathematics Tensor decomposition and applications Open access

  5

  citations
• Machine learning-based conditional mean filter: A generalization of the ensemble Kalman filter for nonlinear data assimilation

  2022 Foundations of Data Science article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  4

  citations
• Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation

  2021 arXiv (Cornell University) preprint Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  0

  citations
• A deep learning‐based ensemble filter for nonlinear data assimilation

  2021 PAMM article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  1

  citations
• Computing f-Divergences and Distances of High-Dimensional Probability Density Functions -- Low-Rank Tensor Approximations

  2021 arXiv (Cornell University) preprint Mathematics Tensor decomposition and applications Open access

  0

  citations
• AN EFFICIENT COMPUTATIONAL METHOD FOR PARAMETER IDENTIFICATION IN THE CONTEXT OF RANDOM SET THEORY VIA BAYESIAN INVERSION

  2020 International Journal for Uncertainty Quantification article Decision Sciences Probabilistic and Robust Engineering Design

  5

  citations
• Iterative algorithms for the post-processing of high-dimensional data

  2020 Journal of Computational Physics article Mathematics Tensor decomposition and applications

  12

  citations
• Deep Neural Network-Based Filtering Techniques for Data Assimilation

  2020 RWTH Publications (RWTH Aachen) article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  0

  citations

9 results