Projects per year
Personal profile
Personal Statement
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 climate change and the coming digitalisation age. This includes developing intelligent 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
Currently available PhD studentships
- A fully-funded ETP PhD studentship in collaboration with Ørsted to develop a statistical framework to integrate geophysical and geotechnical data for ground modelling of offshore wind farms. More details can be found in the findaphd link below:
See http://www.autogeolab.com for latest studentship opportunities.
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
Probabilistic machine learning:
- Gaussian Process
- Bayesian Changepoint detection
- Markov chain Monte Carlo (MCMC)
Offshore soil-structure interaction:
- Development of simplified design methods for foundations
- Finite element modelling of soil-structure interaction
- Thermodynamically-consistent soil constitutive modelling
- Surrogate/Reduced-order 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, Oxford University
Award Date: 13 Jul 2019
Bachelor of Engineering, 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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Network
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Doctoral Training Partnership 2020-2021 University of Strathclyde | Williams, Benjamin
Suryasentana, S., Perry, M. & Williams, B.
EPSRC (Engineering and Physical Sciences Research Council)
1/10/21 → 1/05/25
Project: Research Studentship - Internally Allocated
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Orsted 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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A Winkler model for suction caisson foundations in homogeneous and non-homogeneous linear elastic soil
Suryasentana, S., Burd, H. J., Byrne, B. W. & Shonberg, A., 1 May 2022, In: Géotechnique. 72, 5, p. 407-423 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)17 Downloads (Pure) -
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
Suryasentana, S. K. & Mayne, P. W., 1 Feb 2022, In: Journal of Geotechnical and Geoenvironmental Engineering. 148, 2, 2731.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)84 Downloads (Pure)
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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4th International Symposium on Machine Learning & Big Data in Geoscience
Stephen Suryasentana (Participant)
29 Aug 2023 → 1 Sep 2023Activity: Participating in or organising an event types › Organiser of special symposia
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Internal Examination of PhD student
Stephen Suryasentana (Examiner)
20 Jul 2021Activity: Examination types › Examination