Publications of Peter Benner
All genres
Working Paper (26)
2022
Working Paper
The Hamiltonian Extended Krylov Subspace Method. (2022)
Working Paper
A Structure-Preserving Divide-and-Conquer Method for Pseudosymmetric Matrices. (2022)
Working Paper
Krylov Techniques for Low-Rank ADI. (2022)
2021
Working Paper
Inf-Sup-Constant-Free State Error Estimator for Model Order Reduction of Parametric Systems in Electromagnetics. (2021)
Working Paper
LQResNet: A Deep Neural Network Architecture for Learning Dynamic Processes. (2021)
Working Paper
Learning Dynamics from Noisy Measurements using Deep Learning with a Runge-Kutta Constraint. The Symbiosis of Deep Learning and Differential Equations Workshop at NeurIPS 2021, 9 pages (2021)
Working Paper
Learning Low-Dimensional Quadratic-Embeddings of High-Fidelity Nonlinear Dynamics using Deep Learning. (2021)
Working Paper
Next-Gen Gas Network Simulation. (2021)
Working Paper
Multivariate Moment Matching for Model Order Reduction of Quadratic-Bilinear Systems using Error Bounds. (2021)
Working Paper
Solution Decomposition for the Nonlinear Poisson-Boltzmann Equation using the Range-Separated Tensor Format. (2021)
Working Paper
Learning Reduced Order Models from Data for Hyperbolic PDEs. (2021)
2020
Working Paper
Automatic Decoupling and Index-aware Model-Order Reduction for Nonlinear Differential-Algebraic Equations. (2020)
Working Paper
Structure-Preserving Model Reduction for Dissipative Mechanical Systems. (2020)
Working Paper
Space and Chaos-Expansion Galerkin POD Low-order Discretization of PDEs for Uncertainty Quantification. (2020)
Working Paper
Low-Rank and Total Variation Regularization and Its Application to Image Recovery. (2020)
Working Paper
Efficient Structure-preserving Support Tensor Train Machine. (2020)
Working Paper
Data-Driven Snapshot Calibration via Monotonic Feature Matching. (2020)
Working Paper
A Low-rank Method for Parameter-dependent Fluid-structure Interaction Discretizations with Hyperelasticity. (2020)
2019
Working Paper
Identification of Dominant Subspaces for Linear Structured Parametric Systems and Model Reduction. (2019)
Working Paper
An Adaptive Pole-Matching Method for Interpolating Reduced-Order Models. (2019)