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Abstract: The safety of shield tunneling largely depends on the choice of its control parameter, which is currently decided by human operators empirically. While easy to implement, such practice is vulnerable to human misjudgment and can cause severe consequences. From a practical perspective, it’s therefore beneficial to have a model capable of predicting the shield behavior given operation and the...