Prediction of Geological Parameters during Tunneling by Time Series Analysis on In Situ Data

Figure 7

R² of ANN and LSTM for prediction of different geological parameters in different time windows. (a) The prediction of elastic modulus. (b) The prediction of bulk density. (c) The prediction of cohesion. (d) The prediction of static earth pressure coefficient. (e) The prediction of internal friction angle.

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