Dr Stephen Suryasentana

Strathclyde Chancellor's Fellow

Civil and Environmental Engineering

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:

https://www.findaphd.com/phds/project/fully-funded-industry-linked-rsted-phd-studentship-developing-novel-ways-to-integrate-geophysical-and-geotechnical-data-for-automated-ground-modelling-of-offshore-wind-farms/?p127364

 

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.

 

Publications

A Winkler model for suction caisson foundations in homogeneous and non-homogeneous linear elastic soil
Suryasentana Stephen, Burd Harvey J, Byrne Byron W, Shonberg Avi
Géotechnique Vol 72, pp. 407-423 (2022)
https://doi.org/10.1680/jgeot.19.P.172
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 Stephen K, Mayne Paul W
Journal of Geotechnical and Geoenvironmental Engineering Vol 148 (2022)
https://doi.org/10.1061/(ASCE)GT.1943-5606.0002731
Prediction of pipe-jacking forces using a Bayesian updating approach
Sheil Brian B, Suryasentana Stephen K, Templeman Jack O, Phillips Bryn M, Cheng Wen Chieh, Zhang Limin
Journal of Geotechnical and Geoenvironmental Engineering Vol 148 (2022)
https://doi.org/10.1061/(ASCE)GT.1943-5606.0002645
A convex modular modelling (CMM) framework for developing thermodynamically consistent constitutive models
Suryasentana Stephen K, Houlsby Guy T
Computers and Geotechnics (2021)
https://doi.org/10.1016/j.compgeo.2021.104506
Automated procedure to derive convex failure envelope formulations for circular surface foundations under six degrees of freedom loading
Suryasentana Stephen K, Burd Harvey J, Byrne Byron W, Shonberg Avi
Computers and Geotechnics Vol 137 (2021)
https://doi.org/10.1016/j.compgeo.2021.104174
Machine learning to inform tunnelling operations : recent advances and future trends
Sheil Brian B, Suryasentana Stephen K, Mooney Michael A, Zhu Hehua
Proceedings of the Institution of Civil Engineers – Smart Infrastructure and Construction (2020)
https://doi.org/10.1680/jsmic.20.00011

More publications

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

Professional activities

Internal Examination of PhD student
Examiner
20/7/2021
Oxford University
Visiting researcher
1/7/2020

More professional activities

Projects

iDrive: Intelligent Drivability Forecasting for Offshore Wind Turbine Monopile Foundations
Suryasentana, Stephen (Principal Investigator)
10-Jan-2021 - 09-Jan-2022
Orsted studentship
Suryasentana, Stephen (Principal Investigator)
01-Jan-2021 - 30-Jan-2025
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-2024

More projects

Address

Civil and Environmental Engineering
James Weir Building

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