Dr Stephen Suryasentana
Strathclyde Chancellor's Fellow
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
- Knowledge-based U-Net and transfer learning for automatic boundary segmentation
- Zhou Xiaoqi, Shi Peixin, Sheil Brian, Suryasentana Stephen
- Advanced Engineering Informatics Vol 59 (2024)
- https://doi.org/10.1016/j.aei.2023.102243
- Small-strain, non-linear elastic Winkler models for uniaxial loading of suction caisson foundations
- Suryasentana S K, Burd H J, Byrne B W, Shonberg A
- Geotechnique Letters Vol 13, pp. 1-12 (2023)
- https://doi.org/10.1680/jgele.23.00043
- Bayesian optimization for CPT-based prediction of impact pile drivability
- Buckley Róisín, Chen Yuling Max, Sheil Brian, Suryasentana Stephen, Xu Diarmid, Doherty James, Randolph Mark
- Journal of Geotechnical and Geoenvironmental Engineering Vol 149 (2023)
- https://doi.org/10.1061/JGGEFK.GTENG-11385
- Demystifying the connections between Gaussian Process Regression and Kriging
- Suryasentana S K, Sheil B B
- 9th International SUT OSIG Conference, pp. 1-8 (2023)
- Artificial Intelligence (AI) driven 3D point scanner for monitoring soil plug hazards during the installation of suction caisson foundations
- Williams B, Suryasentana S, Perry M, Donaldson K
- 9th International SUT OSIG Conference, pp. 1-8 (2023)
- Applications of data science in offshore geotechnical engineering : state of practice and future perspectives
- Stuyts B, Suryasentana S
- 9th International SUT OSIG Conference (2023)
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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
- 9th International SUT OSIG Conference
- Participant
- 14/9/2023
- Talk on 'Demystifying the connections between Gaussian Process Regression and Kriging'
- Speaker
- 14/9/2023
- Session on 'Pile Design'
- Participant
- 14/9/2023
- AI in Offshore Geotechnics session
- Participant
- 30/8/2023
- 4th International Symposium on Machine Learning & Big Data in Geoscience
- Participant
- 29/8/2023
- Preliminary design of foundation for floating wind farm
- Consultant
- 30/5/2023
Projects
- 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
- Doctoral Training Partnership 2020-2021 University of Strathclyde | Williams, Benjamin
- Suryasentana, Stephen (Principal Investigator) Perry, Marcus (Co-investigator) Williams, Benjamin (Research Co-investigator)
- 01-Jan-2021 - 01-Jan-2025
- ETP studentship
- Suryasentana, Stephen (Principal Investigator)
- 01-Jan-2021 - 30-Jan-2025
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Contact
Dr
Stephen
Suryasentana
Strathclyde Chancellor's Fellow
Civil and Environmental Engineering
Email: stephen.suryasentana@strath.ac.uk
Tel: Unlisted