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Miroslav Kuchta
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Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control
J Rabault, M Kuchta, A Jensen, U Réglade, N Cerardi
Journal of fluid mechanics 865, 281-302, 2019
3602019
A cell-based framework for numerical modeling of electrical conduction in cardiac tissue
A Tveito, KH Jæger, M Kuchta, KA Mardal, ME Rognes
Frontiers in Physics 5, 48, 2017
942017
Hybrid FEM-NN models: Combining artificial neural networks with the finite element method
SK Mitusch, SW Funke, M Kuchta
Journal of Computational Physics 446, 110651, 2021
662021
Preconditioners for saddle point systems with trace constraints coupling 2d and 1d domains
M Kuchta, M Nordaas, JCG Verschaeve, M Mortensen, KA Mardal
SIAM Journal on Scientific Computing 38 (6), B962-B987, 2016
382016
How does the presence of neural probes affect extracellular potentials?
AP Buccino, M Kuchta, KH Jæger, TV Ness, P Berthet, KA Mardal, ...
Journal of neural engineering 16 (2), 026030, 2019
332019
Analysis and approximation of mixed-dimensional PDEs on 3D-1D domains coupled with Lagrange multipliers
M Kuchta, F Laurino, KA Mardal, P Zunino
SIAM Journal on Numerical Analysis 59 (1), 558-582, 2021
322021
Multigrid methods for discrete fractional Sobolev spaces
T Bærland, M Kuchta, KA Mardal
SIAM Journal on Scientific Computing 41 (2), A948-A972, 2019
312019
A numerical investigation of intrathecal isobaric drug dispersion within the cervical subarachnoid space
PT Haga, G Pizzichelli, M Mortensen, M Kuchta, SH Pahlavian, ...
PLoS One 12 (3), e0173680, 2017
292017
Sleep cycle-dependent vascular dynamics in male mice and the predicted effects on perivascular cerebrospinal fluid flow and solute transport
L Bojarskaite, A Vallet, DM Bjørnstad, KM Gullestad Binder, C Cunen, ...
Nature communications 14 (1), 953, 2023
282023
Preconditioning trace coupled 3d‐1d systems using fractional Laplacian
M Kuchta, KA Mardal, M Mortensen
Numerical Methods for Partial Differential Equations 35 (1), 375-393, 2019
262019
Investigating molecular transport in the human brain from MRI with physics-informed neural networks
B Zapf, J Haubner, M Kuchta, G Ringstad, PK Eide, KA Mardal
Scientific Reports 12 (1), 15475, 2022
232022
On the singular Neumann problem in linear elasticity
M Kuchta, KA Mardal, M Mortensen
Numerical Linear Algebra with Applications 26 (1), e2212, 2019
222019
Assembly of multiscale linear PDE operators
M Kuchta
Numerical Mathematics and Advanced Applications ENUMATH 2019: European …, 2020
192020
Robust preconditioning for coupled Stokes–Darcy problems with the Darcy problem in primal form
KE Holter, M Kuchta, KA Mardal
Computers & Mathematics with Applications 91, 53-66, 2021
132021
Robust Monolithic Solvers for the Stokes--Darcy Problem with the Darcy Equation in Primal Form
WM Boon, T Koch, M Kuchta, KA Mardal
SIAM Journal on Scientific Computing 44 (4), B1148-B1174, 2022
122022
Solving the EMI equations using finite element methods
M Kuchta, KA Mardal, ME Rognes
Modeling Excitable Tissue: The EMI Framework, 56-69, 2021
122021
Sleep cycle-dependent vascular dynamics enhance perivascular cerebrospinal fluid flow and solute transport
L Bojarskaite, DM Bjørnstad, A Vallet, KMG Binder, C Cunen, K Heuser, ...
BioRxiv, 2022.07. 14.500017, 2022
112022
Parameter-robust methods for the Biot–Stokes interfacial coupling without Lagrange multipliers
WM Boon, M Hornkjøl, M Kuchta, KA Mardal, R Ruiz-Baier
Journal of Computational Physics 467, 111464, 2022
102022
Experiments on air entrainment produced by a circular free falling jet
RGR De La Torre, M Kuchta, A Jensen
International Journal of Multiphase Flow 132, 103424, 2020
102020
Sub-voxel Perfusion Modeling in Terms of Coupled 3d-1d Problem
KE Holter, M Kuchta, KA Mardal
Numerical Mathematics and Advanced Applications ENUMATH 2017, 35-47, 2019
102019
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