Martin Stoll

According to our database1, Martin Stoll authored at least 49 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Matrix function-based centrality measures for layer-coupled multiplex networks.
CoRR, 2021

A Study of Graph-Based Approaches for Semi-Supervised Time Series Classification.
CoRR, 2021

A Low-Rank Tensor Method for PDE-Constrained Optimization with Isogeometric Analysis.
SIAM J. Sci. Comput., 2020

Interior-point methods and preconditioning for PDE-constrained optimization problems involving sparsity terms.
Numer. Linear Algebra Appl., 2020

Efficient numerical methods for gas network modeling and simulation.
Networks Heterog. Media, 2020

Pseudoinverse Graph Convolutional Networks: Fast Filters Tailored for Large Eigengaps of Dense Graphs and Hypergraphs.
CoRR, 2020

Semi-supervised Learning for Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix Vector Products.
CoRR, 2020

A low-rank matrix equation method for solving PDE-constrained optimization problems.
CoRR, 2020

Efficient Structure-preserving Support Tensor Train Machine.
CoRR, 2020

A literature survey of matrix methods for data science.
CoRR, 2019

Solving differential Riccati equations: A nonlinear space-time method using tensor trains.
CoRR, 2019

Optimization of a partial differential equation on a complex network.
CoRR, 2019

Improved Penalty Algorithm for Mixed Integer PDE Constrained Optimization (MIPDECO) Problems.
CoRR, 2019

Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks.
CoRR, 2019

A Low-Rank Inexact Newton-Krylov Method for Stochastic Eigenvalue Problems.
Comput. Methods Appl. Math., 2019

Fast iterative solvers for an optimal transport problem.
Adv. Comput. Math., 2019

Node Classification for Signed Social Networks Using Diffuse Interface Methods.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Generalizing Diffuse Interface Methods on Graphs: Nonsmooth Potentials and Hypergraphs.
SIAM J. Appl. Math., 2018

Low-Rank Eigenvector Compression of Posterior Covariance Matrices for Linear Gaussian Inverse Problems.
SIAM/ASA J. Uncertain. Quantification, 2018

Node classification for signed networks using diffuse interface methods.
CoRR, 2018

NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks.
CoRR, 2018

Localized radial basis functions-based pseudo-spectral method (LRBF-PSM) for nonlocal diffusion problems.
Comput. Math. Appl., 2018

Numerical simulations of nonlocal phase-field and hyperbolic nonlocal phase-field models via localized radial basis functions-based pseudo-spectral method (LRBF-PSM).
Appl. Math. Comput., 2018

Low-Rank Solution to an Optimization Problem Constrained by the Navier-Stokes Equations.
SIAM J. Sci. Comput., 2017

Preconditioning PDE-constrained optimization with L1-sparsity and control constraints.
Comput. Math. Appl., 2017

Block-Diagonal Preconditioning for Optimal Control Problems Constrained by PDEs with Uncertain Inputs.
SIAM J. Matrix Anal. Appl., 2016

Fast solvers for optimal control problems from pattern formation.
J. Comput. Phys., 2016

Fast tensor product solvers for optimization problems with fractional differential equations as constraints.
Appl. Math. Comput., 2016

A Low-Rank in Time Approach to PDE-Constrained Optimization.
SIAM J. Sci. Comput., 2015

Preconditioning for Vector-Valued Cahn-Hilliard Equations.
SIAM J. Sci. Comput., 2015

A Fractional Inpainting Model Based on the Vector-Valued Cahn-Hilliard Equation.
SIAM J. Imaging Sci., 2015

Low-Rank Solution of Unsteady Diffusion Equations with Stochastic Coefficients.
SIAM/ASA J. Uncertain. Quantification, 2015

Domain decomposition in time for PDE-constrained optimization.
Comput. Phys. Commun., 2015

A discontinuous Galerkin method for optimal control problems governed by a system of convection-diffusion PDEs with nonlinear reaction terms.
Comput. Math. Appl., 2015

Fast Solvers for Cahn-Hilliard Inpainting.
SIAM J. Imaging Sci., 2014

Preconditioners for state-constrained optimal control problems with Moreau-Yosida penalty function.
Numer. Linear Algebra Appl., 2014

Fast solution of Cahn-Hilliard variational inequalities using implicit time discretization and finite elements.
J. Comput. Phys., 2014

Fast Iterative Solution of Reaction-Diffusion Control Problems Arising from Chemical Processes.
SIAM J. Sci. Comput., 2013

Efficient Solution of Large-Scale Saddle Point Systems Arising in Riccati-Based Boundary Feedback Stabilization of Incompressible Stokes Flow.
SIAM J. Sci. Comput., 2013

All-at-once solution of time-dependent Stokes control.
J. Comput. Phys., 2013

Discontinuous Galerkin finite element methods with shock-capturing for nonlinear convection dominated models.
Comput. Chem. Eng., 2013

Efficient Solvers for Large-Scale Saddle Point Systems Arising in Feedback Stabilization of Multi-field Flow Problems.
Proceedings of the System Modeling and Optimization, 2013

Regularization-Robust Preconditioners for Time-Dependent PDE-Constrained Optimization Problems.
SIAM J. Matrix Anal. Appl., 2012

Preconditioning for partial differential equation constrained optimization with control constraints.
Numer. Linear Algebra Appl., 2012

Preconditioning for Allen-Cahn variational inequalities with non-local constraints.
J. Comput. Phys., 2012

Preconditioning Saddle-Point Systems with Applications in Optimization.
SIAM J. Sci. Comput., 2010

Block-triangular preconditioners for PDE-constrained optimization.
Numer. Linear Algebra Appl., 2010

All-at-once preconditioning in PDE-constrained optimization.
Kybernetika, 2010

Combination Preconditioning and the Bramble-Pasciak<sup>+</sup> Preconditioner.
SIAM J. Matrix Anal. Appl., 2008