Articles with "xnn" as a keyword



A soft ground micro TBM’s specific energy prediction using an eXplainable neural network through Shapley additive explanation and Optuna

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Published in 2024 at "Bulletin of Engineering Geology and the Environment"

DOI: 10.1007/s10064-024-03670-5

Abstract: In tunnel construction, efficiently predicting the energy usage of tunnel boring machines (TBMs) is critical for optimizing operations and reducing costs. This research proposes a novel method for predicting the specific energy of micro slurry… read more here.

Keywords: explainable neural; energy; xnn; specific energy ... See more keywords