The present disclosure relates to determining the stress response of a viscoelastic material. More particularly, the present disclosure relates to computer-implemented methods for training a model to determine the stress response of viscoelastic material, methods for training a machine learning model to determine the viscosity of viscoelastic material, methods for generating augmented training data for determining the stress response of viscoelastic material, as well as to corresponding devices and computer programs. The methods, devices and computer programs as disclosed herein may be used for designing and manufacturing a tire.

Methods and devices for determining the stress response of a viscoelastic material / Agoretti, Pasquale; Maggi, Marco Andrea; Massimi, Lorenzo; Ciambella, Jacopo; Califano, Federico. - (2024).

Methods and devices for determining the stress response of a viscoelastic material

Ciambella, Jacopo;Califano, Federico
2024

Abstract

The present disclosure relates to determining the stress response of a viscoelastic material. More particularly, the present disclosure relates to computer-implemented methods for training a model to determine the stress response of viscoelastic material, methods for training a machine learning model to determine the viscosity of viscoelastic material, methods for generating augmented training data for determining the stress response of viscoelastic material, as well as to corresponding devices and computer programs. The methods, devices and computer programs as disclosed herein may be used for designing and manufacturing a tire.
2024
viscoelasticity; machine learning; constitutive models; tire design
05 Brevetto::05a Brevetto
Methods and devices for determining the stress response of a viscoelastic material / Agoretti, Pasquale; Maggi, Marco Andrea; Massimi, Lorenzo; Ciambella, Jacopo; Califano, Federico. - (2024).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1767332
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