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cond-mat.soft2023
Machine learning for viscoelastic constitutive model identification and parameterisation using Large Amplitude Oscillatory Shear
TP John, M Mowbray, A Alalwyat +4
Identification and parameterisation of constitutive models can be a challenging task in rheology. We investigate the use of Random Forest (RF) regression to estimate viscoelastic c…
physics.flu-dyn2023
A comparison between the FENE-P and sPTT constitutive models in Large Amplitude Oscillatory Shear (LAOS)
Thomas P John, Robert J Poole, Adam Kowalski +1
The FENE-P and sPTT viscoelastic models are widely used for modelling of complex fluids. Although they are derived from distinct micro-structural theories, these models can become…