Miroslav Kuchta
Senior Research Scientist
- Department
- Numerical Analysis and Scientific Computing
- Organisation
- Simula Research Laboratory

- miroslav@simula.no
Publications
2023
Journal Articles
Å. Telle, J. D. Trotter, X. Cai, H. Finsberg, M. Kuchta, J. Sundnes and S. Wall
A cell-based framework for modeling cardiac mechanics
Biomechanics and Modeling in Mechanobiology
Å. Telle, J. D. Trotter, X. Cai, H. Finsberg, M. Kuchta, J. Sundnes and S. Wall
A cell-based framework for modeling cardiac mechanics
Biomechanics and Modeling in Mechanobiology
L. Bojarskaite, A. Vallet, D. M. Bjørnstad, K. M. G. Binder, C. Cunen, K. Heuser, M. Kuchta, K. Mardal and R. Enger
Sleep cycle-dependent vascular dynamics in male mice and the predicted effects on perivascular cerebrospinal fluid flow and solute transport
Nature Communications
R. Masri, M. Zeinhofer, M. Kuchta and M. E. Rognes
The modelling error in multi-dimensional time-dependent solute transport models
TBA
A. Budisa, X. Hu, M. Kuchta, K. Mardal and L. T. Zikatanov
Algebraic multigrid methods for metric-perturbed coupled problems
SIAM J. Sci. Comput.
Proceedings, refereed
A. Budisa, X. Hu, M. Kuchta, K. Mardal and L. T. Zikatanov
Rational approximation preconditioners for multiphysics problems
Numerical Methods and Applications (NMA 2022)
2022
Book Chapters
A. Elmokashfi, S. W. Funke, T. Klock, M. Kuchta, V. Naumova and J. J. Uv
Digital tracing, validation, and reporting
Smittestopp − A Case Study on Digital Contact Tracing
Journal Articles
M. Kuchta, S. G. Wubshet, N. K. Afseth, K. Mardal and K. H. Liland
Encoder–decoder neural networks for predicting future
Journal of Biophotonics
L. Bojarskaite, D. M. Bjørnstad, A. Vallet, K. M. G. Binder, C. Cunen, K. Heuser, M. Kuchta, K. Mardal and R. Enger
Sleep cycle-dependent vascular dynamics enhance perivascular cerebrospinal fluid flow and solute transport
bioRxiv
Q. Hong, J. Kraus, M. Kuchta, M. Lymbery, K. Mardal and M. E. Rognes
Robust approximation of generalized Biot-Brinkman problems
Journal on Scientific Computing
W. M. Boon, M. Hornkjøl, M. Kuchta, K. Mardal and R. Ruiz-Baier
Parameter-robust methods for the Biot–Stokes interfacial coupling without Lagrange multipliers
Journal of Computational Physics
B. Zapf, J. Haubner, M. Kuchta, G. Ringstad, P. K. Eide and K. Mardal
Investigating molecular transport in the human brain from MRI with physics-informed neural networks
Scientific Reports
W. M. Boon, T. Koch, M. Kuchta and K. Mardal
Robust Monolithic Solvers for the Stokes--Darcy Problem with the Darcy Equation in Primal Form
SIAM Journal on Scientific Computing
A. Budisa, X. Hu, M. Kuchta, K. Mardal and L. T. Zikatanov
HAZniCS – Software Components for Multiphysics Problems
ACM Transactions on Mathematical Software
Talks, contributed
M. Kuchta
Preconditioners for multiphysics systems and the ubiquitous fractional Laplacian
Finite Element Circus UF 2022
M. Kuchta, W. M. Boon, T. Koch, K. Mardal and R. Ruiz-Baier
Parameter-robust monolithic solvers for coupled Biot/Darcy-Stokes models
27th International Domain Decomposition Conference, DD27
Å. Telle, J. D. Trotter, X. Cai, M. Kuchta, H. Finsberg, J. Sundnes and S. Wall
Modeling cardiac mechanics using a cell-based framework
15th World Congress on Computational Mechanics (WCCM-XV), Yokohama, Japan
Talks, invited
M. Kuchta
Fractional operators in coupled multiphysics problems with implicit coupling
LSSC'22
M. Kuchta
Parameter-robust monolithic solvers for Stokes-Darcy/Biot systems
The 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS), Oslo, Norway
M. Kuchta, W. M. Boon, K. E. Holter, M. Hornkjøl, T. Koch, K. Mardal and R. Ruiz-Baier
Fractional operators in coupled multiphysics problems with implicit coupling
Numerical Solution of Fractional Differential Equations and Applications NSFDE&A’22
M. Kuchta, W. M. Boon, M. Hornkjøl, T. Koch, K. Mardal and R. Ruiz-Baier
Parameter-robust Methods for Biot-Stokes and Darcy-Stokes Interfacial Coupling without Lagrange Multipliers
15th World Congress on Computation Mechanics
M. Kuchta, A. Budisa, X. Hu, L. T. Zikatanov and K. Mardal
Fractional Laplacians and Hybridized DG
Simula's Workshop on computational mechanics models on domains of heterogeneous dimensionality, Split, Croatia
2021
Book Chapters
M. Kuchta and K. Mardal
Iterative Solvers for EMI Models
Modeling Excitable Tissue: The EMI Framework
A. P. Buccino, M. Kuchta, J. Schreiner and K. Mardal
Improving Neural Simulations with the EMI Model
Modeling Excitable Tissue: The EMI Framework
M. Kuchta, K. Mardal and M. E. Rognes
Solving the EMI Equations using Finite Element Methods
Modeling Excitable Tissue: The EMI Framework
Journal Articles
M. Kuchta, F. Laurino, K. Mardal and P. Zunino
Analysis and approximation of mixed-dimensional PDEs on 3D-1D domains coupled with Lagrange multipliers
SIAM Journal on Numerical Analysis
S. Mitusch, S. W. Funke and M. Kuchta
Hybrid FEM-NN models: Combining artificial neural networks with the finite element method
Journal of Computational Physics
W. M. Boon, M. Kuchta, K. Mardal and R. Ruiz-Baier
Robust Preconditioners for Perturbed Saddle-Point Problems and Conservative Discretizations of Biot's Equations Utilizing Total Pressure
SIAM Journal on Scientific Computing
2020
Journal Articles
K. E. Holter, M. Kuchta and K. Mardal
Robust preconditioning for coupled Stokes–Darcy problems with the Darcy problem in primal form
Computers & Mathematics with Applications
W. M. Boon, M. Kuchta, K. Mardal and R. Ruiz-Baier
Robust preconditioners for perturbed saddle-point problems and conservative discretizations of Biot's equations utilizing total pressure
arXiv preprint arXiv:2011.05236
T. Bærland, M. Kuchta, K. Mardal and T. Thompson
An observation on the uniform preconditioners for the mixed Darcy problem
Numerical Methods for Partial Differential Equations
R. R. de la Torre, M. Kuchta and A. Jensen
Experiments on air entrainment produced by a circular free falling jet
International Journal of Multiphase Flow
S. Mitusch, S. W. Funke and M. Kuchta
Hybrid FEM-NN models: Combining artificial neural networks with the finite element method
Journal of Computational Physics
K. E. Holter, M. Kuchta and K. Mardal
Robust preconditioning of monolithically coupled multiphysics problems
arXiv preprint arXiv:2001.05527
2019
Journal Articles
M. Kuchta, K. Mardal and M. Mortensen
Preconditioning trace coupled 3D-1D systems using fractional Laplacian
Numerical Methods for Partial Differential Equations
M. Kuchta, K. Mardal and M. Mortensen
On the singular Neumann problem in linear elasticity
Numerical Linear Algebra with Applications
T. Bærland, M. Kuchta and K. Mardal
Multigrid Methods for Discrete Fractional Sobolev Spaces
SIAM Journal on Scientific Computing
J. Rabault, M. Kuchta, A. Jensen, U. Réglade and N. Cerardi
Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control
Journal of Fluid Mechanics
A. P. Buccino, M. Kuchta, K. H. Jæger, T. V. Ness, P. Berthet, K. Mardal, G. Cauwenberghs and A. Tveito
How does the presence of neural probes affect extracellular potentials?
Journal of Neural Engineering
Miscellaneous
T. Bærland, M. Kuchta, K. Mardal and T. Thompson
An Observation On The Uniform Preconditioners For The Mixed Darcy Problem
Talks, contributed
M. Kuchta and K. Mardal
Robust preconditioners for multiphysics problems involving porous flow in physiology modeling
ICIAM 2019, Valencia, Spain
Proceedings, refereed
K. E. Holter, M. Kuchta and K. Mardal
Sub-voxel Perfusion Modeling in Terms of Coupled 3d-1d Problem
Numerical Mathematics and Advanced Applications ENUMATH 2017
M. Kuchta
Assembly of multiscale linear PDE operators
Enumath
Talks, keynote
M. Kuchta and K. Mardal
Robust Preconditioners for Multiscale Systems in Biomechanics
12th International Conference on Large-Scale Scientific Computations, Sozopol, Bulgaria
Talks, invited
M. Kuchta
Multiscale and multiphysics models: High level implementation & preconditioning
Enumath 2019, the Netherlands
2017
Journal Articles
P. T. Haga, G. Pizzichelli, M. Mortensen, M. Kuchta, S. H. Pahlavian, E. Sinibaldi, B. A. Martin and K. Mardal
A numerical investigation of intrathecal isobaric drug dispersion within the cervical subarachnoid space
PLoS ONE
A. Tveito, K. H. Jæger, M. Kuchta, K. Mardal and M. E. Rognes
A cell-based framework for numerical modelling of electrical conduction in cardiac tissue
Frontiers in Physics, Computational Physics
PhD Thesis
M. Kuchta
Preconditioners for Singular Problems and Coupled Problems with Domains of Different Dimensionality
University of Oslo
2016
Journal Articles
M. Kuchta, M. Nordaas, J. C. G. Verschaeve, M. Mortensen and K. Mardal
Preconditioners for saddle point systems with trace constraints coupling 2D and 1D domains
SIAM Journal of Scientific Computing
Talks, contributed
M. Kuchta
Solving singular problems. The right way.
FEniCS'16 Workshop, Simula Research Laboratory, Oslo, Norway
2015
Proceedings, refereed
M. Kuchta, K. Mardal and M. Mortensen
Characterization of the space of rigid motions in arbitrary domains
MekIT'15 8th National Conference on Computational Mechanics
M. Mortensen, M. Kuchta, K. Mardal and J. Verschaeve
BEND|P|Y: Python framework for computing bending of complex plate-beam systems
MekIT'15 8th National Conference on Computational Mechanics
2013
Proceedings, refereed
M. Kuchta and M. Mortensen
A Second Order Fast Sweeping Method for the Eikonal Equation Based on Minimization
The Nordic Seminar on Computational Mechanics