Using CNNs to Optimize Numerical Simulations in Geotechnical Engineering

Author:

Wolf BeatORCID,Donzallaz JonathanORCID,Jost ColetteORCID,Hayoz AmandaORCID,Commend StéphaneORCID,Hennebert JeanORCID,Kuonen Pierre

Publisher

Springer International Publishing

Reference11 articles.

1. Zswalls™, a 2D deep excavation - retaining wall analysis software program (2018). https://www.zsoil.com/zswalls/

2. Zsoil, elmepress (2019). http://www.zsoil.com

3. Commend, S., Geiser, F., Crisinel, J.: Numerical simulation of earthworks and retaining system for a large excavation. Adv. Eng. Softw. 35, 669–678 (2002). https://doi.org/10.1016/j.advengsoft.2003.10.011

4. Commend, S., Wattel, S., Hennebert, J., Kuonen, P., Vulliet, L.: Prediction of unsupported excavations behaviour with machine learning techniques. In: Proceedings of XIV International Conference on Computational Plasticity, Fundamentals and Applications, COMPLAS 2019, 3–5 September 2019, Barcelona, Spain (CONFERENCE), 7 p. (2019). http://hesso.tind.io/record/4094

5. Goncharova, Y.A., Indrupskiy, I.M.: Replacement of numerical simulations with machine learning in the inverse problem of two-phase flow in porous medium. J. Phys. Conf. Ser. 1391, 012146 (2019). https://doi.org/10.1088/1742-6596/1391/1/012146

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