Fig. 2. Overview of machine learning model.

a) We design a deep learning network to discover hidden features of collagen sequences by introducing embedding layer. b) The structure of our deep learning model starts at an embedding layer, followed by two 1D convolution layers, then we flatten all the features and send them into a fully connected layer for regression to determine T_m value. Figures S1 and S2 provide details of the neural network model.