Concepedia

Miroslav Kuchta

MK

Statistics

Publications

14

Citations

1.1K

H-Index

12

Active since

2017

Affiliations

Simula Research Laboratory(Current)

University of Oslo

Oslo University Hospital

Norwegian Computing Center

Miroslav Kuchta is an author at Simula Research Laboratory specializing in engineering, numerical analysis, and numerical simulation.

Top concepts

EngineeringNumerical AnalysisMultiscale ModelingNumerical SimulationFinite Element MethodMedicineBiophysicsBiomedical EngineeringComputational MechanicsPhysiology

Publications per year

2017–2023

14

Publications

14

Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control

Jean Rabault, Miroslav Kuchta, Atle Jensen et al. · Journal of Fluid Mechanics · 2019 · 494 citations · Full text

Artificial Intelligence, Unsteady Flow, Control Strategy +15

Sleep cycle-dependent vascular dynamics in male mice and the predicted effects on perivascular cerebrospinal fluid flow and solute transport

Laura Bojarskaite, Alexandra Vallet, Daniel M. Bjørnstad et al. · Nature Communications · 2023 · 139 citations · Full text

Hybrid FEM-NN models: Combining artificial neural networks with the finite element method

Sebastian K. Mitusch, Simon W. Funke, Miroslav Kuchta · Journal of Computational Physics · 2021 · 116 citations · Full text

Numerical Analysis, Engineering, Physical Principle Constraints +20

A Cell-Based Framework for Numerical Modeling of Electrical Conduction in Cardiac Tissue

Aslak Tveito, Karoline Horgmo Jæger, Miroslav Kuchta et al. · Frontiers in Physics · 2017 · 112 citations · Full text

Numerical Analysis, Fdm Scheme, Cardiac Muscle +23

Investigating molecular transport in the human brain from MRI with physics-informed neural networks

Bastian Zapf, Johannes Haubner, Miroslav Kuchta et al. · Scientific Reports · 2022 · 49 citations · Full text

Engineering, Machine Learning, Molecular Transport +25

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