Publicação
Improving Blood Flow Simulations Using Known Data
| Resumo: | Numerical simulations applied to blood flow together with the imaging processing advances are a powerful tool in the prevention and treatment of some diseases. The inclusion of real data in the numerical blood flow simulations allowsthe achievementofmore realistic and accurate results. In the literature, these techniques areknown asData Assimilation (DA)techniques.In this work we solve a variational DA problem to numerically reconstruct the blood flow circulation inside a real artery,deformed by a saccular aneurysm obtained from medical images and then importedto COMSOL Multiphysics®.We propose a weighted cost function that accurately recovers both the velocity and the wall shear stress profiles. The robustness of such cost function is tested with respect to different velocity inlet profiles |
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| Autores principais: | Guerra, Telma |
| Outros Autores: | Tiago, Jorge |
| Assunto: | Data Assimilation Optimal Control Numerical Simulations |
| Ano: | 2014 |
| País: | Portugal |
| Tipo de documento: | preprint |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Instituto Politécnico de Setúbal |
| Idioma: | inglês |
| Origem: | Instituto Politécnico de Setúbal |
| Resumo: | Numerical simulations applied to blood flow together with the imaging processing advances are a powerful tool in the prevention and treatment of some diseases. The inclusion of real data in the numerical blood flow simulations allowsthe achievementofmore realistic and accurate results. In the literature, these techniques areknown asData Assimilation (DA)techniques.In this work we solve a variational DA problem to numerically reconstruct the blood flow circulation inside a real artery,deformed by a saccular aneurysm obtained from medical images and then importedto COMSOL Multiphysics®.We propose a weighted cost function that accurately recovers both the velocity and the wall shear stress profiles. The robustness of such cost function is tested with respect to different velocity inlet profiles |
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