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Computational Methods

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Fluid Structure Interaction

We use Fluid-Structure Interaction (FSI) to account for the deformation of artery walls under the action of blood flow and describe the behavior of heart valves.

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Growth and Remodeling

Growth and Remodeling methods focus on the medium/long-term adaptation of cardiovascular systems to stresses induced by blood.

 

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Optimization and Uncertainty

We develop methods to efficiently explore medical device designs and estimate the uncertainty related to cardiovascular simulation parameters.

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Patient-Specific Modeling

We develop methods to facilitate the creation of patient-specific cardiovascular models using machine learning and novel geometrical modeling algorithms.

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Reduced Order Modeling

Reduced Order Models are cheap models that can quickly estimate bulk quantities (e.g., average pressure and flow rate) at a fraction of the cost of full three-dimensional simulations.

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