A Tabor-conditioned LSTM predicts complete time-resolved adhesive force trajectories of viscoelastic Hertzian contacts from displacement history alone, with median pull-off error of about 2.2% and hysteresis error of about 1.1%.
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Deep learning-based prediction of time-resolved adhesive forces in viscoelastic Hertzian contacts
A Tabor-conditioned LSTM predicts complete time-resolved adhesive force trajectories of viscoelastic Hertzian contacts from displacement history alone, with median pull-off error of about 2.2% and hysteresis error of about 1.1%.