Bayesian Optimization for CPT-Based Prediction of Impact Pile Drivability

Author:

Buckley Róisín1,Chen Yuling Max2,Sheil Brian3,Suryasentana Stephen4,Xu Diarmid5ORCID,Doherty James6,Randolph Mark7

Affiliation:

1. Lecturer, James Watt School of Engineering, Univ. of Glasgow, Glasgow G12 8QQ, UK (corresponding author).

2. Ph.D. Candidate, Dept. of Statistics and Actuarial Science, Univ. of Waterloo, Waterloo, ON, Canada N2L 3G1; formerly, Ph.D. Candidate, Dept. of Engineering Science, Univ. of Oxford, Oxford OX1 3AZ, UK.

3. Laing O’Rourke Associate Professor in Construction Engineering, Dept. of Engineering, Univ. of Cambridge, Cambridge CB2 1TN, UK.

4. Chancellor’s Fellow (Lecturer), Dept. of Civil & Environmental Engineering, Univ. of Strathclyde, Glasgow G1 1XQ, UK.

5. Ph.D. Candidate, Dept. of Engineering, Univ. of Cambridge, Cambridge CB2 1TN, UK. ORCID: .

6. Associate Professor, Dept. of Civil, Environmental and Mining Engineering, Univ. of Western Australia, 35 Stirling Hwy, Crawley, WA 6009, Australia.

7. Emeritus Professor, Dept. of Civil, Environmental and Mining Engineering, Univ. of Western Australia, 35 Stirling Hwy, Crawley, WA 6009, Australia.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Geotechnical Engineering and Engineering Geology,General Environmental Science

Reference38 articles.

1. Alm T. and L. Hamre. 2001. “Soil model for pile driveability predictions based on CPT interpretations.” In Proc. 15th Int. Conf. on Soil Mechanics and Geotechnical Engineering 1297–1302. Boca Raton FL: CRC Press.

2. Barbosa P. M. Geduhn R. Jardine F. Schroeder and M. Horn. 2015. “Offshore pile load tests in chalk.” In Proc. 16th European Conf. on Soil Mechanics and Geotechnical Engineering edited by M. G. Winter. Edinburgh Scotland: ICE Publishing.

3. Buckley R. M. 2018. “The axial behaviour of displacement piles in chalk.” Ph.D. thesis Dept. of Civil and Environmental Engineering Imperial College London.

4. Full-scale observations of dynamic and static axial responses of offshore piles driven in chalk and tills

5. Buckley R. M. S. Kontoe R. J. Jardine M. Maron F. C. Schroeder and P. Barbosa. 2017. “Common pitfalls of pile driving resistance analysis—A case study of the Wikinger offshore windfarm.” In Vol. 1246 of Proc. 8th Int. Conf. Offshore Site Investigation and Geotechnics edited by T. Powell 1246–1253. London: Society of Underwater Technology.

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