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2024

Zhou, X. and Sheil, B. and Suryasentana, S. and Shi, P. (2024) Uncertainty‐guided U‐Net for soil boundary segmentation using Monte Carlo dropout. Computer-Aided Civil and Infrastructure Engineering. ISSN 1467-8667

Suryasentana, Stephen K. and Sheil, Brian B. and Stuyts, Bruno (2024) Multifidelity data fusion for the estimation of static stiffness of suction caisson foundations in layered soil. Journal of Geotechnical and Geoenvironmental Engineering, 150 (8). 04024066. ISSN 1090-0241

Suryasentana, Stephen K. and Sheil, Brian B. and Stuyts, Bruno (2024) Practical approach for data-efficient metamodeling and real-time modeling of monopiles using physics-informed multifidelity data fusion. Journal of Geotechnical and Geoenvironmental Engineering, 150 (8). 06024005. ISSN 1090-0241

Suryasentana, Stephen K. and Burd, Harvey J. and Byrne, Byron W. and Shonberg, Avi (2024) Investigation of local soil resistance on suction caissons at capacity in undrained clay under combined loading. Computers and Geotechnics, 169. 106241. ISSN 0266-352X

Suryasentana, Stephen K. and Sheil, Brian B. and Lawler, Myles (2024) Assessment of Bayesian changepoint detection methods for soil layering identification using cone penetration test data. Geotechnics, 4 (2). pp. 382-398. ISSN 2673-7094

Zhou, Xiaoqi and Shi, Peixin and Sheil, Brian and Suryasentana, Stephen (2024) Knowledge-based U-Net and transfer learning for automatic boundary segmentation. Advanced Engineering Informatics, 59. 102243. ISSN 1474-0346

2023

Suryasentana, S. K. and Burd, H. J. and Byrne, B. W. and Shonberg, A. (2023) Small-strain, non-linear elastic Winkler models for uniaxial loading of suction caisson foundations. Geotechnique Letters, 13 (4). pp. 1-12. ISSN 2045-2543

Buckley, Róisín and Chen, Yuling Max and Sheil, Brian and Suryasentana, Stephen and Xu, Diarmid and Doherty, James and Randolph, Mark (2023) Bayesian optimization for CPT-based prediction of impact pile drivability. Journal of Geotechnical and Geoenvironmental Engineering, 149 (11). 04023100. ISSN 1090-0241

Williams, B. and Suryasentana, S. and Perry, M. and Donaldson, K. (2023) Artificial Intelligence (AI) driven 3D point scanner for monitoring soil plug hazards during the installation of suction caisson foundations. In: 9th International SUT OSIG Conference, 2023-09-12 - 2023-09-14.

Suryasentana, S. K. and Sheil, B. B. (2023) Demystifying the connections between Gaussian Process Regression and Kriging. In: 9th International SUT OSIG Conference, 2023-09-12 - 2023-09-14.

Stuyts, B. and Suryasentana, S. (2023) Applications of data science in offshore geotechnical engineering : state of practice and future perspectives. In: 9th International SUT OSIG Conference, 2023-09-12 - 2023-09-14.

Kamas, I and Burd, Harvey J. and Byrne, Byron W. and Suryasentana, Stephen (2023) Generation of a general Cowden clay model (GCCM) using a data-driven method. In: Session on 'Pile Design', 2023-09-12 - 2023-09-14, London.

Suryasentana, S. K. and Burd, H. J. and Byrne, B. W. and Shonberg, A. (2023) Modulus weighting method for stiffness estimations of suction caissons in layered soils. Geotechnique Letters, 13 (2). pp. 97-104. ISSN 2045-2543

Suryasentana, Stephen K. and Lawler, Myles and Sheil, Brian B. and Lehane, Barry M. (2023) Probabilistic soil strata delineation using DPT data and Bayesian changepoint detection. Journal of Geotechnical and Geoenvironmental Engineering, 149 (4). 06023001. ISSN 1090-0241

2022

Suryasentana, Stephen and Burd, Harvey J. and Byrne, Byron W. and Shonberg, Avi (2022) A Winkler model for suction caisson foundations in homogeneous and non-homogeneous linear elastic soil. Géotechnique, 72 (5). pp. 407-423. ISSN 0016-8505

Suryasentana, Stephen K. and Mayne, Paul W. (2022) Simplified method for the lateral, rotational, and torsional static stiffness of circular footings on a nonhomogeneous elastic half-space based on a work-equivalent framework. Journal of Geotechnical and Geoenvironmental Engineering, 148 (2). 2731. ISSN 1090-0241

Sheil, Brian B. and Suryasentana, Stephen K. and Templeman, Jack O. and Phillips, Bryn M. and Cheng, Wen Chieh and Zhang, Limin (2022) Prediction of pipe-jacking forces using a Bayesian updating approach. Journal of Geotechnical and Geoenvironmental Engineering, 148 (1). 04021173. ISSN 1090-0241

2021

Sheil, Brian B. and Suryasentana, Stephen K. and Mooney, Michael A. and Zhu, Hehua (2021) Machine learning to inform tunnelling operations : recent advances and future trends. Proceedings of the Institution of Civil Engineers – Smart Infrastructure and Construction, 173 (4). pp. 74-95. ISSN 2397-8759

Suryasentana, Stephen K. and Houlsby, Guy T. (2021) A convex modular modelling (CMM) framework for developing thermodynamically consistent constitutive models. Computers and Geotechnics. 104506. ISSN 0266-352X

Suryasentana, Stephen K. and Burd, Harvey J. and Byrne, Byron W. and Shonberg, Avi (2021) Automated procedure to derive convex failure envelope formulations for circular surface foundations under six degrees of freedom loading. Computers and Geotechnics, 137. 104174. ISSN 0266-352X

2020

Suryasentana, S. K. and Burd, H. J. and Byrne, B. W. and Aghakouchak, A. and Sørensen, T.; (2020) Comparison of machine learning models in a data-driven approach for scalable and adaptive design of laterally-loaded monopile foundations. In: International Symposium on Frontiers in Offshore Geotechnics. Deep Foundations Institute (DFI), USA. ISBN 9780976322948

Suryasentana, Stephen K. and Burd, Harvey J. and Byrne, Byron W. and Shonberg, Avi (2020) A systematic framework for formulating convex failure envelopes in multiple loading dimensions. Geotechnique, 70 (4). pp. 343-353. ISSN 0016-8505

Suryasentana, Stephen K. and Dunne, Helen P. and Martin, Christopher M. and Burd, Harvey J. and Byrne, Byron W. and Shonberg, Avi (2020) Assessment of numerical procedures for determining shallow foundation failure envelopes. Géotechnique, 70 (1). pp. 60-70. ISSN 0016-8505

2019

Suryasentana, S. K. and Byrne, B. W. and Burd, H. J. (2019) Automated optimisation of suction caisson foundations using a computationally efficient elastoplastic Winkler model. In: Coastal Structures Conference 2019, 2019-10-01.

2018

Suryasentana, S. K. and Byrne, B. W. and Burd, H. J. and Shonberg, A.; Cardoso, António S. and Borges, José L. and Costa, Pedro A. and Gomes, António T. and Marques, José C. and Vieira, Castorina S., eds. (2018) An elastoplastic 1D winkler model for suction caisson foundations under combined loading. In: Numerical methods in geotechnical engineering IX. Numerical methods in geotechnical engineering IX, 2 . CRC Press/Balkema, PRT, pp. 973-980. ISBN 9781138544468

2017

Suryasentana, SK and Byrne, BW and Burd, HJ and Shonberg, A; (2017) Simplified model for the stiffness of suction caisson foundations under 6 DOF loading. In: Offshore Site Investigation Geotechnics 8th International Conference Proceeding. Society for Underwater Technology, GBR, pp. 554-561. ISBN 9780906940570

2016

Suryasentana, S. K. and Lehane, B. M. (2016) Updated CPT-based p–y formulation for laterally loaded piles in cohesionless soil under static loading. Geotechnique, 66 (6). pp. 445-453. ISSN 0016-8505

2014

Suryasentana, S. and Lehane, B. M. (2014) Verification of numerically derived CPT based p-y curves for piles in sand. In: 3rd International Symposium on Cone Penetration Testing, 2014-05-12 - 2014-05-14.

Suryasentana, S. K. and Lehane, B. M. (2014) Numerical derivation of CPT-based p-y curves for piles in sand. Geotechnique, 64 (3). pp. 186-194. ISSN 0016-8505