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ORCIDHermann G. Matthies
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- affiliation: TU Braunschweig, Institute of Scientific Computing, Germany
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2020 – today
- 2024
[j21]Sharana Kumar Shivanand
, Bojana V. Rosic, Hermann G. Matthies:
Stochastic modelling of symmetric positive definite material tensors. J. Comput. Phys. 505: 112883 (2024)- [i16]Sharana Kumar Shivanand, Bojana V. Rosic, Hermann G. Matthies:
Stochastic Modelling of Elasticity Tensors. CoRR abs/2409.16714 (2024) - 2023
- [j20]Alexander Litvinenko, Youssef M. Marzouk, Hermann G. Matthies, Marco Scavino, Alessio Spantini:
Computing f -divergences and distances of high-dimensional probability density functions. Numer. Linear Algebra Appl. 30(3) (2023) - 2021
- [j19]Chong Wang, Hermann G. Matthies:
Coupled fuzzy-interval model and method for structural response analysis with non-probabilistic hybrid uncertainties. Fuzzy Sets Syst. 417: 171-189 (2021) - [i15]Truong-Vinh Hoang, Sebastian Krumscheid, Hermann G. Matthies, Raúl Tempone:
Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation. CoRR abs/2106.07908 (2021) - [i14]Sharana Kumar Shivanand, Bojana Rosic, Hermann G. Matthies:
Stochastic modelling of symmetric positive-definite material tensors. CoRR abs/2109.07962 (2021) - [i13]Alexander Litvinenko, Youssef M. Marzouk, Hermann G. Matthies, Marco Scavino, Alessio Spantini:
Computing f-Divergences and Distances of High-Dimensional Probability Density Functions - Low-Rank Tensor Approximations. CoRR abs/2111.07164 (2021) - 2020
- [j18]Hermann G. Matthies, Roger Ohayon:
Parametric models analysed with linear maps. Adv. Model. Simul. Eng. Sci. 7(1): 41 (2020) - [j17]Muhammad S. Sarfaraz, Bojana V. Rosic, Hermann G. Matthies, Adnan Ibrahimbegovic:
Bayesian stochastic multi-scale analysis via energy considerations. Adv. Model. Simul. Eng. Sci. 7(1): 50 (2020) - [j16]Mike Espig, Wolfgang Hackbusch, Alexander Litvinenko, Hermann G. Matthies, Elmar Zander:
Iterative algorithms for the post-processing of high-dimensional data. J. Comput. Phys. 410: 109396 (2020) - [i12]Tymofiy Gerasimov, Ulrich Römer, Jaroslav Vondrejc, Hermann G. Matthies, Laura De Lorenzis:
Stochastic phase-field modeling of brittle fracture: computing multiple crack patterns and their probabilities. CoRR abs/2005.01332 (2020) - [i11]A. Stanic, B. Brank, Adnan Ibrahimbegovic, Hermann G. Matthies:
Crack propagation simulation without crack tracking algorithm: embedded discontinuity formulation with incompatible modes. CoRR abs/2012.09581 (2020) - [i10]Truong-Vinh Hoang, Hermann G. Matthies:
Deep Neural Network-Based Filtering Techniques for Data Assimilation. ERCIM News 2020(122) (2020) - [i9]Emir Karavelic, Hermann G. Matthies, Adnan Ibrahimbegovic:
Machine-Learning-Based Reduced Order Model for Macro-Scale Stochastic Plasticity. ERCIM News 2020(122) (2020)
2010 – 2019
- 2019
- [j15]Hermann G. Matthies, Roger Ohayon:
Analysis of parametric models. Adv. Comput. Math. 45(5): 2555-2586 (2019) - [j14]Alexander Litvinenko, David E. Keyes, Venera Khoromskaia, Boris N. Khoromskij, Hermann G. Matthies:
Tucker Tensor Analysis of Matérn Functions in Spatial Statistics. Comput. Methods Appl. Math. 19(1): 101-122 (2019) - [j13]Chong Wang, Hermann G. Matthies:
Hybrid evidence-and-fuzzy uncertainty propagation under a dual-level analysis framework. Fuzzy Sets Syst. 367: 51-67 (2019) - [j12]Jaroslav Vondrejc, Hermann G. Matthies:
Accurate Computation of Conditional Expectation for Highly Nonlinear Problems. SIAM/ASA J. Uncertain. Quantification 7(4): 1349-1368 (2019) - [j11]Chong Wang, Hermann G. Matthies:
Novel model calibration method via non-probabilistic interval characterization and Bayesian theory. Reliab. Eng. Syst. Saf. 183: 84-92 (2019) - [i8]Mike Espig, Wolfgang Hackbusch, Alexander Litvinenko, Hermann G. Matthies, Elmar Zander:
Post-Processing of High-Dimensional Data. CoRR abs/1906.05669 (2019) - [i7]Ehsan Adeli, Bojana V. Rosic, Hermann G. Matthies, Sven Reinstädler:
Effect of Load Path on Parameter Identification for Plasticity Models using Bayesian Methods. CoRR abs/1906.07246 (2019) - [i6]Ehsan Adeli, Hermann G. Matthies:
Parameter Identification in Viscoplasticity using Transitional Markov Chain Monte Carlo Method. CoRR abs/1906.10647 (2019) - [i5]Hermann G. Matthies, Roger Ohayon:
Parametric Models Analysed with Linear Maps. CoRR abs/1911.10155 (2019) - 2018
- [i4]Giovanni Stabile, Hermann G. Matthies, Claudio Borri:
A novel reduced order model for vortex induced vibrations of long flexible cylinders. CoRR abs/1802.09241 (2018) - 2016
- [j10]Hermann G. Matthies, Elmar Zander, Bojana V. Rosic, Alexander Litvinenko:
Parameter estimation via conditional expectation: a Bayesian inversion. Adv. Model. Simul. Eng. Sci. 3(1): 24:1-24:21 (2016) - 2015
- [j9]Sergey Dolgov, Boris N. Khoromskij, Alexander Litvinenko, Hermann G. Matthies:
Polynomial Chaos Expansion of Random Coefficients and the Solution of Stochastic Partial Differential Equations in the Tensor Train Format. SIAM/ASA J. Uncertain. Quantification 3(1): 1109-1135 (2015) - [j8]Loïc Giraldi, Dishi Liu, Hermann G. Matthies, Anthony Nouy:
To Be or Not to be Intrusive? The Solution of Parametric and Stochastic Equations - Proper Generalized Decomposition. SIAM J. Sci. Comput. 37(1) (2015) - [i3]Dishi Liu, Hermann G. Matthies:
Pivoted Cholesky decomposition by Cross Approximation for efficient solution of kernel systems. CoRR abs/1505.06195 (2015) - 2014
- [j7]Adnan Ibrahimbegovic, Rainer Niekamp, Christophe Kassiotis, Damijan Markovic, Hermann G. Matthies:
Code-coupling strategy for efficient development of computer software in multiscale and multiphysics nonlinear evolution problems in computational mechanics. Adv. Eng. Softw. 72: 8-17 (2014) - [j6]Mike Espig, Wolfgang Hackbusch, Alexander Litvinenko, Hermann G. Matthies, Philipp Wähnert:
Efficient low-rank approximation of the stochastic Galerkin matrix in tensor formats. Comput. Math. Appl. 67(4): 818-829 (2014) - [j5]Loïc Giraldi, Alexander Litvinenko, Dishi Liu, Hermann G. Matthies, Anthony Nouy:
To Be or Not to Be Intrusive? The Solution of Parametric and Stochastic Equations - the "Plain Vanilla" Galerkin Case. SIAM J. Sci. Comput. 36(6) (2014) - 2013
- [j4]Oliver Pajonk, Bojana V. Rosic, Hermann G. Matthies:
Sampling-free linear Bayesian updating of model state and parameters using a square root approach. Comput. Geosci. 55: 70-83 (2013) - 2012
- [j3]Anna Kucerová, Jan Sykora, Bojana V. Rosic, Hermann G. Matthies:
Acceleration of uncertainty updating in the description of transport processes in heterogeneous materials. J. Comput. Appl. Math. 236(18): 4862-4872 (2012) - [j2]Bojana V. Rosic, Alexander Litvinenko, Oliver Pajonk, Hermann G. Matthies:
Sampling-free linear Bayesian update of polynomial chaos representations. J. Comput. Phys. 231(17): 5761-5787 (2012) - [c3]Hermann G. Matthies:
Wissenschaftliches Rechnen - Scientific Computing. 40 Jahre Informatik @ Braunschweig 2012: 148-155 - [i2]Bojana V. Rosic, Anna Kucerová, Jan Sykora, Oliver Pajonk, Alexander Litvinenko, Hermann G. Matthies:
Parameter Identification in a Probabilistic Setting. CoRR abs/1201.4049 (2012) - 2011
- [c2]Hermann G. Matthies, Alexander Litvinenko, Oliver Pajonk, Bojana V. Rosic, Elmar Zander:
Parametric and Uncertainty Computations with Tensor Product Representations. WoCoUQ 2011: 139-150 - [i1]Anna Kucerová, Jan Sykora, Bojana V. Rosic, Hermann G. Matthies:
Acceleration of Uncertainty Updating in the Description of Transport Processes in Heterogeneous Materials. CoRR abs/1110.2049 (2011)
2000 – 2009
- 2009
- [j1]Boris N. Khoromskij, Alexander Litvinenko, Hermann G. Matthies:
Application of hierarchical matrices for computing the Karhunen-Loève expansion. Computing 84(1-2): 49-67 (2009) - 2003
- [c1]Markus Krosche, Rainer Niekamp, Hermann G. Matthies:
A Component Based Architecture for Coupling Optimization and Simulation Software in a Distributed Environment. SNPD 2003: 20-23
Coauthor Index
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