Projects per year
Personal profile
Personal Statement
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Currently available PhD studentships - A fully-funded PhD studentship to investigate the behaviour of suction caisson foundations under pressure cycling. |
I joined Strathclyde in 2020 as a Chancellor's Fellow (Lecturer), and was previously a Junior Research Fellow at Wolfson College, Oxford. My research is focused on developing innovative offshore geotechnics solutions to prepare for the digitalisation age. This includes developing AI-driven modelling tools and novel sensor-based solutions to help engineers improve their decision-making in offshore ground modelling, site investigation planning, foundation design optimisation and installation risk management.
For more details (including past publications), please visit my lab website at http://www.autogeolab.com
Research Opportunities
I am currently accepting undergraduate/Masters final year project students and PhD applicants who are interested in working in the areas of machine learning in geotechnical engineering, offshore soil-structure interaction and automated ground modelling, amongst others (see list of research interests below). If you are interested in doing research with me, please contact me by email with your background and an outline of your proposed research topic.
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
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, Time-critical design methods for suction caisson foundations, Oxford University
Award Date: 13 Jul 2019
Bachelor of Engineering, BEng in Civil Engineering (First class honours), University of Western Australia
Award Date: 31 Dec 2012
Keywords
- Offshore wind turbine foundation
- Offshore Floating Wind Turbines
- Offshore Wind
- Offshore Renewables
- Machine Learning
- Artificial Intelligence
- Bayesian statistics
- Geotechnical engineering
- Site investigation
- Sub surface Engineering
- Soil mechanics
- Geomechanics
- Finite Element Analysis
- Numerical Analysis
- Data Analytics
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Digital Twin-driven Risk Assessment and Monitoring of Suction Caisson Installation Under Soil Plug Hazard
31/03/23 → 30/06/24
Project: Research
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ETP studentship
Orsted Wind Power A/S (formerly known as Dong Energy, Copenhagen/Fredericia)
1/10/21 → 30/09/25
Project: Research - Studentship
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Bayesian optimization for CPT-based prediction of impact pile drivability
Buckley, R., Chen, Y. M., Sheil, B., Suryasentana, S., Xu, D., Doherty, J. & Randolph, M., 1 Nov 2023, In: Journal of Geotechnical and Geoenvironmental Engineering. 149, 11, 18 p., 04023100.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
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., 31 Dec 2023, In: Geotechnique Letters. 13, 4, p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
Prizes
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SUT OSIG Conference: Best Poster and Presentation Award
Suryasentana, Stephen (Recipient), 2017
Prize: Prize (including medals and awards)
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Wolfson College Junior Research Fellowship
Suryasentana, Stephen (Recipient), Dec 2018
Prize: Fellowship awarded competitively
Activities
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Session on 'Pile Design'
Stephen Suryasentana (Participant)
14 Sept 2023Activity: Participating in or organising an event types › Organiser of special symposia
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Talk on 'Demystifying the connections between Gaussian Process Regression and Kriging'
Stephen Suryasentana (Speaker)
14 Sept 2023Activity: Talk or presentation types › Invited talk