
Dr Stephen Suryasentana
Chancellor’S Fellow - Senior Lecturer
Civil and Environmental Engineering
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Prize And Awards
- Wolfson College Junior Research Fellowship
- Recipient
- 12/2018
- SUT OSIG Conference: Best Poster and Presentation Award
- Recipient
- 2017
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Publications
- Physics-informed machine learning in geotechnical engineering : a direction paper
- Yuan Biao, Choo Chung Siung, Yeo Lit Yen, Wang Yu, Yang Zhongxuan, Guan Qingzheng, Suryasentana Stephen, Choo Jinhyun, Shen Hao, Megia Maria, Zhang Jiangwei, Liu Zhongqiang, Song Yanjie, Wang Hui, Chen Xiaohui
- Geomechanics and Geoengineering (2025)
- https://doi.org/10.1080/17486025.2025.2502029
- Enhancing CPT-based suction caisson penetration design : insights from back-analysis of large-scale field installation data
- Suryasentana Stephen K, O’Boyle Brendan F, Davidson John, Bartkus Sarunas, Schroeder Felix, Zhou Zefeng
- Journal of Geotechnical and Geoenvironmental Engineering Vol 151 (2025)
- https://doi.org/10.1061/jggefk.gteng-13304
- Uncertainty‐guided U‐Net for soil boundary segmentation using Monte Carlo dropout
- Zhou X, Sheil B, Suryasentana S, Shi P
- Computer-Aided Civil and Infrastructure Engineering Vol 40, pp. 1370-1387 (2024)
- https://doi.org/10.1111/mice.13396
- Practical approach for data-efficient metamodeling and real-time modeling of monopiles using physics-informed multifidelity data fusion
- Suryasentana Stephen K, Sheil Brian B, Stuyts Bruno
- Journal of Geotechnical and Geoenvironmental Engineering Vol 150 (2024)
- https://doi.org/10.1061/jggefk.gteng-12395
- Multifidelity data fusion for the estimation of static stiffness of suction caisson foundations in layered soil
- Suryasentana Stephen K, Sheil Brian B, Stuyts Bruno
- Journal of Geotechnical and Geoenvironmental Engineering Vol 150 (2024)
- https://doi.org/10.1061/jggefk.gteng-11819
- Investigation of local soil resistance on suction caissons at capacity in undrained clay under combined loading
- Suryasentana Stephen K, Burd Harvey J, Byrne Byron W, Shonberg Avi
- Computers and Geotechnics Vol 169 (2024)
- https://doi.org/10.1016/j.compgeo.2024.106241
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Research Interests
Machine learning:
- Bayesian Optimisation
- Physics-informed Machine Learning
- Multi-fidelity data fusion
Offshore soil-structure interaction:
- Development of analytical models for offshore foundations
- Finite element modelling of soil-structure interaction
- Convex constitutive modelling
Professional Activities
- 5th International Symposium on Frontiers in Offshore Geotechnics
- Participant
- 9/6/2025
- Applicatons of machine learning in offshore geotechnical engineering
- Speaker
- 12/11/2024
- Session on 'Pile Design'
- Participant
- 14/9/2023
- Talk on 'Demystifying the connections between Gaussian Process Regression and Kriging'
- Speaker
- 14/9/2023
- 9th International SUT OSIG Conference
- Participant
- 14/9/2023
- AI in Offshore Geotechnics session
- Participant
- 30/8/2023
Projects
- Hybrid Ocean Renewables in A Changing Climate
- Kamranzad, Bahareh (Principal Investigator) Suryasentana, Stephen (Co-investigator) Jia, Laibing (Co-investigator) Arredondo Galeana, Abel (Co-investigator)
- EPSRC Research Excellence Award Studentship
- 01-Jan-2024 - 01-Jan-2028
- DTP 2224 University of Strathclyde | McWhirter, John-Luke
- Kamranzad, Bahareh (Principal Investigator) Suryasentana, Stephen (Co-investigator) McWhirter, John-Luke (Research Co-investigator)
- 01-Jan-2024 - 01-Jan-2028
- Pressure cycling control on flow and soil deformation for suction caisson installation
- Suryasentana, Stephen (Principal Investigator)
- 22-Jan-2024 - 21-Jan-2025
- Digital Twin-driven Risk Assessment and Monitoring of Suction Caisson Installation Under Soil Plug Hazard
- Suryasentana, Stephen (Principal Investigator) Perry, Marcus (Co-investigator)
- 31-Jan-2023 - 30-Jan-2024
- iDrive: Intelligent Drivability Forecasting for Offshore Wind Turbine Monopile Foundations
- Suryasentana, Stephen (Principal Investigator)
- 10-Jan-2021 - 09-Jan-2022
- ETP studentship
- Suryasentana, Stephen (Principal Investigator)
- 01-Jan-2021 - 30-Jan-2025
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Contact
Dr
Stephen
Suryasentana
Chancellor’S Fellow - Senior Lecturer
Civil and Environmental Engineering
Email: stephen.suryasentana@strath.ac.uk
Tel: Unlisted