Machine learning based multiscale calibration of mesoscopic constitutive models for composite materials: application to brain white matter

A modular pipeline for improving the constitutive modelling of composite materials is proposed.The method is leveraged here for the development of subject-specific spatially-varying brain white matter mechanical properties. For this application, white matter microstructural information is extracted...

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Bibliographic Details
Main Authors: Field, D, Ammouche, Y, Pena, J-M, Jerusalem, A
Format: Journal article
Language:English
Published: Springer Nature 2021