
Dr Stephen Suryasentana
Strathclyde Chancellor's Fellow
Civil and Environmental Engineering
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Wolfson College Junior Research Fellowship Recipient 12/2018 SUT OSIG Conference: Best Poster and Presentation Award Recipient 2017
Prize And Awards
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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) Generation of a general Cowden clay model (GCCM) using a data-driven method Kamas I, Burd Harvey J, Byrne Byron W, Suryasentana Stephen Session on 'Pile Design' (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) Modulus weighting method for stiffness estimations of suction caissons in layered soils Suryasentana S K, Burd H J, Byrne B W, Shonberg A Geotechnique Letters Vol 13, pp. 97-104 (2023) https://doi.org/10.1680/jgele.23.00007 Probabilistic soil strata delineation using DPT data and Bayesian changepoint detection Suryasentana Stephen K, Lawler Myles, Sheil Brian B, Lehane Barry M Journal of Geotechnical and Geoenvironmental Engineering Vol 149 (2023) https://doi.org/10.1061/jggefk.gteng-10843
Publications
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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
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
Research Interests
Machine learning:
- Bayesian Optimisation
- Physics-informed Deep Learning
- Multi-fidelity data fusion
Offshore soil-structure interaction:
- Development of simplified design models for offshore foundations
- Finite element modelling of soil-structure interaction
- Convex constitutive modelling
Professional Activities
Projects
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Contact
Dr
Stephen
Suryasentana
Strathclyde Chancellor's Fellow
Civil and Environmental Engineering
Email: stephen.suryasentana@strath.ac.uk
Tel: Unlisted