Probabilistic Back Analysis Based on Adam, Bayesian and Multi-output Gaussian Process for Deep Soft-Rock Tunnel

Author:

Xu JiancongORCID,Yang Chengbin

Funder

China Postdoctoral Science Foundation

Publisher

Springer Science and Business Media LLC

Subject

Geology,Geotechnical Engineering and Engineering Geology,Civil and Structural Engineering

Reference35 articles.

1. An JS, Song KI (2019) Back analysis of an operating subsea tunnel considering the degradation of ground and concrete lining. Mar Georesour Geotec 37(4):517–523

2. An JS, Kang KN, Choi JY, Sung WS, Suy V, Song KI (2020) Tunnel back analysis based on differential evolution using stress and displacement. Adv Civ Eng 2020:8156573

3. Asadollahpour E, Rahmannejad R, Asghari A, Abdollahipour A (2014) Back analysis of closure parameters of Panet equation and Burger’s model of Babolak water tunnel conveyance. Int J Rock Mech Min 68:159–166

4. Bonilla EV, Chai KMA, Williams CKI (2007) Multi-task Gaussian process prediction. In: Proceedings of the twenty-first annual conference on neural information processing systems in Vancouver.

5. Chen T, Ren JH (2009) Bagging for gaussian process regression. Neurocomputing 72:1605–1610

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