Hermann G. Matthies

46 papers C 1Journal 43Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Rigorous and Self-Contained Proof of the Grover-Rudolph State Preparation Algorithm. CoRR Antonio Falcó, Daniela Falcó-Pomares, Hermann G. Matthies
2026	J	`jnl`	Elementary Quantum Gates from Lie Group Embeddings in U(2 CoRR Antonio Falcó, Daniela Falcó-Pomares, Hermann G. Matthies
2025	J	`jnl`	A mathematical model for a universal digital quantum computer with an application to the Grover-Rudolph algorithm. CoRR Antonio Falcó, Daniela Falcó-Pomares, Hermann G. Matthies
2025	J	`jnl`	Reduced-Order Models and Conditional Expectation: Analysing Parametric Low-Order Approximations. Comput. Hermann G. Matthies
2025	J	`jnl`	Stochastic Up-Scaling of Discrete Fine-Scale Models Using Bayesian Updating. Comput. Muhammad Sadiq Sarfaraz, Bojana V. Rosic, Hermann G. Matthies
2024	J	`jnl`	Reduced Order Models and Conditional Expectation. CoRR Hermann G. Matthies
2024	J	`jnl`	Stochastic Modelling of Elasticity Tensors. CoRR Sharana Kumar Shivanand, Bojana Rosic, Hermann G. Matthies
2024	J	`jnl`	Stochastic modelling of symmetric positive definite material tensors. J. Comput. Phys. Sharana Kumar Shivanand, Bojana Rosic, Hermann G. Matthies
2023	J	`jnl`	Computing f -divergences and distances of high-dimensional probability density functions. Numer. Linear Algebra Appl. Alexander Litvinenko, Youssef M. Marzouk, Hermann G. Matthies, Marco Scavino, Alessio Spantini
2021	J	`jnl`	Computing f-Divergences and Distances of High-Dimensional Probability Density Functions - Low-Rank Tensor Approximations. CoRR Alexander Litvinenko, Youssef M. Marzouk, Hermann G. Matthies, Marco Scavino, Alessio Spantini
2021	J	`jnl`	Coupled fuzzy-interval model and method for structural response analysis with non-probabilistic hybrid uncertainties. Fuzzy Sets Syst. Chong Wang, Hermann G. Matthies
2021	J	`jnl`	Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation. CoRR Truong-Vinh Hoang, Sebastian Krumscheid, Hermann G. Matthies, Raúl Tempone
2021	J	`jnl`	Stochastic modelling of symmetric positive-definite material tensors. CoRR Sharana Kumar Shivanand, Bojana Rosic, Hermann G. Matthies
2020	J	`jnl`	Bayesian stochastic multi-scale analysis via energy considerations. Adv. Model. Simul. Eng. Sci. Muhammad Sadiq Sarfaraz, Bojana V. Rosic, Hermann G. Matthies, Adnan Ibrahimbegovic
2020	J	`jnl`	Crack propagation simulation without crack tracking algorithm: embedded discontinuity formulation with incompatible modes. CoRR A. Stanic, B. Brank, Adnan Ibrahimbegovic, Hermann G. Matthies
2020	J	`jnl`	Deep Neural Network-Based Filtering Techniques for Data Assimilation. ERCIM News Truong-Vinh Hoang, Hermann G. Matthies
2020	J	`jnl`	Iterative algorithms for the post-processing of high-dimensional data. J. Comput. Phys. Mike Espig, Wolfgang Hackbusch, Alexander Litvinenko, Hermann G. Matthies, Elmar Zander
2020	J	`jnl`	Machine-Learning-Based Reduced Order Model for Macro-Scale Stochastic Plasticity. ERCIM News Emir Karavelic, Hermann G. Matthies, Adnan Ibrahimbegovic
2020	J	`jnl`	Parametric models analysed with linear maps. Adv. Model. Simul. Eng. Sci. Hermann G. Matthies, Roger Ohayon
2020	J	`jnl`	Stochastic phase-field modeling of brittle fracture: computing multiple crack patterns and their probabilities. CoRR Tymofiy Gerasimov, Ulrich Römer, Jaroslav Vondrejc, Hermann G. Matthies, Laura De Lorenzis
2019	J	`jnl`	Accurate Computation of Conditional Expectation for Highly Nonlinear Problems. SIAM/ASA J. Uncertain. Quantification Jaroslav Vondrejc, Hermann G. Matthies
2019	J	`jnl`	Analysis of parametric models. Adv. Comput. Math. Hermann G. Matthies, Roger Ohayon
2019	J	`jnl`	Effect of Load Path on Parameter Identification for Plasticity Models using Bayesian Methods. CoRR Ehsan Adeli, Bojana Rosic, Hermann G. Matthies, Sven Reinstädler
2019	J	`jnl`	Hybrid evidence-and-fuzzy uncertainty propagation under a dual-level analysis framework. Fuzzy Sets Syst. Chong Wang, Hermann G. Matthies
2019	J	`jnl`	Novel model calibration method via non-probabilistic interval characterization and Bayesian theory. Reliab. Eng. Syst. Saf. Chong Wang, Hermann G. Matthies
2019	J	`jnl`	Parameter Identification in Viscoplasticity using Transitional Markov Chain Monte Carlo Method. CoRR Ehsan Adeli, Hermann G. Matthies
2019	J	`jnl`	Parametric Models Analysed with Linear Maps. CoRR Hermann G. Matthies, Roger Ohayon
2019	J	`jnl`	Post-Processing of High-Dimensional Data. CoRR Mike Espig, Wolfgang Hackbusch, Alexander Litvinenko, Hermann G. Matthies, Elmar Zander
2019	J	`jnl`	Tucker Tensor Analysis of Matérn Functions in Spatial Statistics. Comput. Methods Appl. Math. Alexander Litvinenko, David E. Keyes, Venera Khoromskaia, Boris N. Khoromskij, Hermann G. Matthies
2018	J	`jnl`	A novel reduced order model for vortex induced vibrations of long flexible cylinders. CoRR Giovanni Stabile, Hermann G. Matthies, Claudio Borri
2016	J	`jnl`	Parameter estimation via conditional expectation: a Bayesian inversion. Adv. Model. Simul. Eng. Sci. Hermann G. Matthies, Elmar Zander, Bojana V. Rosic, Alexander Litvinenko
2015	J	`jnl`	Pivoted Cholesky decomposition by Cross Approximation for efficient solution of kernel systems. CoRR Dishi Liu, Hermann G. Matthies
2015	J	`jnl`	Polynomial Chaos Expansion of Random Coefficients and the Solution of Stochastic Partial Differential Equations in the Tensor Train Format. SIAM/ASA J. Uncertain. Quantification Sergey Dolgov, Boris N. Khoromskij, Alexander Litvinenko, Hermann G. Matthies
2015	J	`jnl`	To Be or Not to be Intrusive? The Solution of Parametric and Stochastic Equations - Proper Generalized Decomposition. SIAM J. Sci. Comput. Loïc Giraldi, Dishi Liu, Hermann G. Matthies, Anthony Nouy
2014	J	`jnl`	Code-coupling strategy for efficient development of computer software in multiscale and multiphysics nonlinear evolution problems in computational mechanics. Adv. Eng. Softw. Adnan Ibrahimbegovic, Rainer Niekamp, Christophe Kassiotis, Damijan Markovic, Hermann G. Matthies
2014	J	`jnl`	Efficient low-rank approximation of the stochastic Galerkin matrix in tensor formats. Comput. Math. Appl. Mike Espig, Wolfgang Hackbusch, Alexander Litvinenko, Hermann G. Matthies, Philipp Wähnert
2014	J	`jnl`	To Be or Not to Be Intrusive? The Solution of Parametric and Stochastic Equations - the "Plain Vanilla" Galerkin Case. SIAM J. Sci. Comput. Loïc Giraldi, Alexander Litvinenko, Dishi Liu, Hermann G. Matthies, Anthony Nouy
2013	J	`jnl`	Sampling-free linear Bayesian updating of model state and parameters using a square root approach. Comput. Geosci. Oliver Pajonk, Bojana V. Rosic, Hermann G. Matthies
2012	J	`jnl`	Acceleration of uncertainty updating in the description of transport processes in heterogeneous materials. J. Comput. Appl. Math. Anna Kucerová, Jan Sykora, Bojana Rosic, Hermann G. Matthies
2012	J	`jnl`	Parameter Identification in a Probabilistic Setting CoRR Bojana V. Rosic, Anna Kucerová, Jan Sykora, Oliver Pajonk, Alexander Litvinenko, Hermann G. Matthies
2012	J	`jnl`	Sampling-free linear Bayesian update of polynomial chaos representations. J. Comput. Phys. Bojana V. Rosic, Alexander Litvinenko, Oliver Pajonk, Hermann G. Matthies
2012	—	`conf`	Wissenschaftliches Rechnen - Scientific Computing. 40 Jahre Informatik @ Braunschweig Hermann G. Matthies
2011	J	`jnl`	Acceleration of Uncertainty Updating in the Description of Transport Processes in Heterogeneous Materials CoRR Anna Kucerová, Jan Sykora, Bojana Rosic, Hermann G. Matthies
2011	—	`conf`	Parametric and Uncertainty Computations with Tensor Product Representations. WoCoUQ Hermann G. Matthies, Alexander Litvinenko, Oliver Pajonk, Bojana V. Rosic, Elmar Zander
2009	J	`jnl`	Application of hierarchical matrices for computing the Karhunen-Loève expansion. Computing Boris N. Khoromskij, Alexander Litvinenko, Hermann G. Matthies
2003	C	`conf`	A Component Based Architecture for Coupling Optimization and Simulation Software in a Distributed Environment. SNPD Markus Krosche, Rainer Niekamp, Hermann G. Matthies