Fluid-reduced-solid interaction (FrSI): Physics- and projection-based model reduction for cardiovascular applications
被引:1
作者:
Hirschvogel, Marc
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机构:
Kings Coll London, Kings Hlth Partners, Sch Biomed Engn & Imaging Sci, Dept Biomed Engn, London SE1 7EH, EnglandUniv Michigan, Dept Biomed Engn, Ann Arbor, MI USA
Hirschvogel, Marc
[3
]
Balmus, Maximilian
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机构:
Kings Coll London, Kings Hlth Partners, Sch Biomed Engn & Imaging Sci, Dept Biomed Engn, London SE1 7EH, EnglandUniv Michigan, Dept Biomed Engn, Ann Arbor, MI USA
Balmus, Maximilian
[3
]
Bonini, Mia
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机构:
Univ Michigan, Dept Biomed Engn, Ann Arbor, MI USAUniv Michigan, Dept Biomed Engn, Ann Arbor, MI USA
Bonini, Mia
[1
]
Nordsletten, David
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机构:
Univ Michigan, Dept Biomed Engn, Ann Arbor, MI USA
Univ Michigan, Dept Cardiac Surg, Ann Arbor, MI USA
Kings Coll London, Kings Hlth Partners, Sch Biomed Engn & Imaging Sci, Dept Biomed Engn, London SE1 7EH, EnglandUniv Michigan, Dept Biomed Engn, Ann Arbor, MI USA
Nordsletten, David
[1
,2
,3
]
机构:
[1] Univ Michigan, Dept Biomed Engn, Ann Arbor, MI USA
[2] Univ Michigan, Dept Cardiac Surg, Ann Arbor, MI USA
[3] Kings Coll London, Kings Hlth Partners, Sch Biomed Engn & Imaging Sci, Dept Biomed Engn, London SE1 7EH, England
Fluid mechanics;
Solid mechanics;
Fluid-structure interaction;
Ventricular mechanics;
Model order reduction;
Proper orthogonal decomposition;
FINITE-ELEMENT-METHOD;
ORDER MODELS;
BLOOD-FLOW;
HEART;
DYNAMICS;
HEMODYNAMICS;
FORMULATION;
FRAMEWORK;
ALGORITHM;
MEMBRANES;
D O I:
10.1016/j.jcp.2024.112921
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
Fluid -solid interaction (FSI) phenomena play an important role in many biomedical engineering applications. While FSI techniques and models have enabled detailed computational simulations of flow and tissue motion, the application of FSI can present challenges, particularly when data for constraining models is sparse and/or when fast computational simulations are required for assessment. In this paper, we propose a novel method for flexible -wall fluid dynamics in an ALE framework applicable for cardiovascular applications where adaptive fluid motion that emulates patient data is required. Efficiency and model simplicity are gained by a physics -based reduction to solid membrane formulations at the fluid -tissue interface combined with a Galerkin projection to a subspace spanned by boundary motion modes, leveraging snapshots observed from imaging data by use of Proper Orthogonal Decomposition (POD). The resulting fluidreduced -solid interaction (FrSI) model is verified for a series of examples, illustrating efficacy and efficiency. Focusing on an idealized left ventricle model, we demonstrate homogenization of transmural active stress along with the capacity to accommodate prestress in the FrSI model, accounting for whole cycle mechanics by coupling to 0D pre- and afterload models (showing enddiastolic and end -systolic projected endocardial surface position errors of less than 1 .5% and 3 .5%, respectively). Further, we present strategies to compensate for the inherent approximation errors of the FrSI model, allowing for minimizing both the integral and spatial error between reduced and full -order model by re -calibrating parameters that govern diastolic and systolic function. Finally, the ability of FrSI to extrapolate to impaired system states (increased afterload, localized region of infarct) is shown, providing a simple yet effective strategy to enhance the POD subspace to further reduce errors. These results illustrate the potential of FrSI to streamline the simulation of hemodynamics in the heart and cardiovascular system.
机构:
Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Bakir, Azam Ahmad
Al Abed, Amr
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Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Al Abed, Amr
Stevens, Michael C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Prince Charles Hosp, Crit Care Res Grp, Innovat Cardiovasc Engn & Technol Lab, Brisbane, Qld, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Stevens, Michael C.
Lovell, Nigel H.
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h-index: 0
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Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Lovell, Nigel H.
Dokos, Socrates
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Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
机构:
SISSA Int Sch Adv Studies, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, ItalySISSA Int Sch Adv Studies, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, Italy
Ballarin, Francesco
Rozza, Gianluigi
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SISSA Int Sch Adv Studies, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, ItalySISSA Int Sch Adv Studies, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, Italy
机构:
Politecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, ItalyPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
Ballarin, Francesco
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机构:
Faggiano, Elena
Ippolito, Sonia
论文数: 0引用数: 0
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机构:
Osped L Sacco, Radiol Unit, Via GB Grassi 74, I-20157 Milan, ItalyPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
机构:
Politecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
Ecole Polytech Fed Lausanne, CMCS Modelling & Sci Comp, Stn 8, CH-1015 Lausanne, SwitzerlandPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
Quarteroni, Alfio
Rozza, Gianluigi
论文数: 0引用数: 0
h-index: 0
机构:
Scuola Int Super Studi Avanzati, SISSA, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, ItalyPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
Rozza, Gianluigi
Scrofani, Roberto
论文数: 0引用数: 0
h-index: 0
机构:
Osped L Sacco, Cardiovasc Surg Unit, Via GB Grassi 74, I-20157 Milan, ItalyPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
机构:
Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Bakir, Azam Ahmad
Al Abed, Amr
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Al Abed, Amr
Stevens, Michael C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Prince Charles Hosp, Crit Care Res Grp, Innovat Cardiovasc Engn & Technol Lab, Brisbane, Qld, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Stevens, Michael C.
Lovell, Nigel H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
Lovell, Nigel H.
Dokos, Socrates
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Grad Sch Biomed Engn, Kensington, NSW, AustraliaUniv New South Wales, Grad Sch Biomed Engn, Kensington, NSW, Australia
机构:
SISSA Int Sch Adv Studies, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, ItalySISSA Int Sch Adv Studies, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, Italy
Ballarin, Francesco
Rozza, Gianluigi
论文数: 0引用数: 0
h-index: 0
机构:
SISSA Int Sch Adv Studies, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, ItalySISSA Int Sch Adv Studies, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, Italy
机构:
Politecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, ItalyPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
Ballarin, Francesco
论文数: 引用数:
h-index:
机构:
Faggiano, Elena
Ippolito, Sonia
论文数: 0引用数: 0
h-index: 0
机构:
Osped L Sacco, Radiol Unit, Via GB Grassi 74, I-20157 Milan, ItalyPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
机构:
Politecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
Ecole Polytech Fed Lausanne, CMCS Modelling & Sci Comp, Stn 8, CH-1015 Lausanne, SwitzerlandPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
Quarteroni, Alfio
Rozza, Gianluigi
论文数: 0引用数: 0
h-index: 0
机构:
Scuola Int Super Studi Avanzati, SISSA, Math Area, MathLab, Via Bonomea 265, I-34136 Trieste, ItalyPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy
Rozza, Gianluigi
Scrofani, Roberto
论文数: 0引用数: 0
h-index: 0
机构:
Osped L Sacco, Cardiovasc Surg Unit, Via GB Grassi 74, I-20157 Milan, ItalyPolitecn Milan, Dipartimento Matemat, MOX Modeling & Sci Comp, Pza Leonardo da Vinci 32, I-20133 Milan, Italy