Dr Eky Febrianto

  • Lecturer in Computational Mechanics (Infrastructure & Environment)

email: Eky.Febrianto@glasgow.ac.uk

518 Rankine Building, University of Glasgow, Scotland, United Kingdom, G12 8LT

Import to contacts

ORCID iDhttps://orcid.org/0000-0001-8838-6240

Biography

Eky joined the James Watt School of Engineering as Lecturer in Computational Mechanics. He obtained a Bachelor and Masters degree (Cum Laude) from the Bandung Institute of Technology, Indonesia. He completed his PhD at University of Cambridge in 2020 and was a research associate at The Alan Turing Institute. He was a visiting research fellow at the University of Cambridge in 2022 and the Bandung Institute of Technology. He has experience in developing physics-informed digital twins of infrastructures by incorporating numerical analysis and structural health monitoring data. He has also worked on innovative numerical methods that enables robust mesh-free analysis of structures with complex geometries.

Research interests

My research interests include Bayesian methods for physics-inform digital twinning of complex engineering systems, inverse problem with application to material property identification from data, and computational mechanics including isogeometric analysis and mesh-free methods.

Publications

List by: Type | Date

Jump to: 2025 | 2024 | 2023 | 2022 | 2021
Number of items: 11.

2025

Zheng, Timo, Buckley, Roisin ORCID logoORCID: https://orcid.org/0000-0001-5152-7759 and Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240 (2025) Automatic interpretation of downhole seismic geophysical data accounting for uncertainty and measurement error. Journal of Geotechnical and Geoenvironmental Engineering, 151(8), 04025083. (doi: 10.1061/JGGEFK.GTENG-13491)

2024

Wiragunarsa, I.M., Zuhal, L.R., Dirgantara, T., Putra, I.S. and Febrianto, E. ORCID logoORCID: https://orcid.org/0000-0001-8838-6240 (2024) Total Lagrangian smoothed particle hydrodynamics with an improved bond-based deformation gradient for large strain solid dynamics. Journal of Computational Physics, 518, 113309. (doi: 10.1016/j.jcp.2024.113309)

Alfarisy, Dewangga ORCID logoORCID: https://orcid.org/0009-0005-6839-6843, Zuhal, Lavi, Ortiz, Michael, Cirak, Fehmi and Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240 (2024) Point collocation with mollified piecewise polynomial approximants for high-order partial differential equations. International Journal for Numerical Methods in Engineering, 125(18), e7548. (doi: 10.1002/nme.7548)

Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Šístek, Jakub, Kůs, Pavel, Kecman, Matija and Cirak, Fehmi (2024) A three-grid high-order immersed finite element method for the analysis of CAD models. Computer-Aided Design, 173, 103730. (doi: 10.1016/j.cad.2024.103730)

Zheng, Timo, Buckley, Roisin ORCID logoORCID: https://orcid.org/0000-0001-5152-7759 and Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240 (2024) Development of a Framework for Automatic Quantification of Uncertainty in Seismic Cone Penetration Testing. In: 7th International Conference on Geotechnical and Geophysical Site Characterization (ISC7), Barcelona, Spain, 18-21 June 2024,

2023

Sun, Fuzheng, Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Fernando, Heshan, Butler, Liam J., Cirak, Fehmi and Hoult, Neil A. (2023) Data-informed statistical finite element analysis of rail buckling. Computers and Structures, 289, 107163. (doi: 10.1016/j.compstruc.2023.107163)

Smith, Matthew G., Radford, Jack ORCID logoORCID: https://orcid.org/0000-0003-4807-1628, Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Ramírez, Jorge, O'Mahony, Helen, Matheson, Andrew B., Gibson, Graham M. ORCID logoORCID: https://orcid.org/0000-0003-0051-8654, Faccio, Daniele ORCID logoORCID: https://orcid.org/0000-0001-8397-334X and Tassieri, Manlio ORCID logoORCID: https://orcid.org/0000-0002-6807-0385 (2023) Machine learning opens a doorway for microrheology with optical tweezers in living systems. AIP Advances, 13(7), 075315. (doi: 10.1063/5.0161014)

2022

Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Butler, Liam, Girolami, Mark and Cirak, Fehmi (2022) Digital twinning of self-sensing structures using the statistical finite element method. Data-Centric Engineering, 3, e31. (doi: 10.1017/dce.2022.28)

Povala, Jan, Kazlauskaite, Ieva, Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Cirak, Fehmi and Girolami, Mark (2022) Variational Bayesian approximation of inverse problems using sparse precision matrices. Computer Methods in Applied Mechanics and Engineering, 393, 114712. (doi: 10.1016/j.cma.2022.114712)

2021

Girolami, Mark, Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Yin, Ge and Cirak, Fehmi (2021) The statistical finite element method (statFEM) for coherent synthesis of observation data and model predictions. Computer Methods in Applied Mechanics and Engineering, 375, 113533. (doi: 10.1016/j.cma.2020.113533)

Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Ortiz, Michael and Cirak, Fehmi (2021) Mollified finite element approximants of arbitrary order and smoothness. Computer Methods in Applied Mechanics and Engineering, 373, 113513. (doi: 10.1016/j.cma.2020.113513)

This list was generated on Sun Jun 15 04:56:55 2025 BST.
Jump to: Articles | Conference Proceedings
Number of items: 11.

Articles

Zheng, Timo, Buckley, Roisin ORCID logoORCID: https://orcid.org/0000-0001-5152-7759 and Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240 (2025) Automatic interpretation of downhole seismic geophysical data accounting for uncertainty and measurement error. Journal of Geotechnical and Geoenvironmental Engineering, 151(8), 04025083. (doi: 10.1061/JGGEFK.GTENG-13491)

Wiragunarsa, I.M., Zuhal, L.R., Dirgantara, T., Putra, I.S. and Febrianto, E. ORCID logoORCID: https://orcid.org/0000-0001-8838-6240 (2024) Total Lagrangian smoothed particle hydrodynamics with an improved bond-based deformation gradient for large strain solid dynamics. Journal of Computational Physics, 518, 113309. (doi: 10.1016/j.jcp.2024.113309)

Alfarisy, Dewangga ORCID logoORCID: https://orcid.org/0009-0005-6839-6843, Zuhal, Lavi, Ortiz, Michael, Cirak, Fehmi and Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240 (2024) Point collocation with mollified piecewise polynomial approximants for high-order partial differential equations. International Journal for Numerical Methods in Engineering, 125(18), e7548. (doi: 10.1002/nme.7548)

Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Šístek, Jakub, Kůs, Pavel, Kecman, Matija and Cirak, Fehmi (2024) A three-grid high-order immersed finite element method for the analysis of CAD models. Computer-Aided Design, 173, 103730. (doi: 10.1016/j.cad.2024.103730)

Sun, Fuzheng, Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Fernando, Heshan, Butler, Liam J., Cirak, Fehmi and Hoult, Neil A. (2023) Data-informed statistical finite element analysis of rail buckling. Computers and Structures, 289, 107163. (doi: 10.1016/j.compstruc.2023.107163)

Smith, Matthew G., Radford, Jack ORCID logoORCID: https://orcid.org/0000-0003-4807-1628, Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Ramírez, Jorge, O'Mahony, Helen, Matheson, Andrew B., Gibson, Graham M. ORCID logoORCID: https://orcid.org/0000-0003-0051-8654, Faccio, Daniele ORCID logoORCID: https://orcid.org/0000-0001-8397-334X and Tassieri, Manlio ORCID logoORCID: https://orcid.org/0000-0002-6807-0385 (2023) Machine learning opens a doorway for microrheology with optical tweezers in living systems. AIP Advances, 13(7), 075315. (doi: 10.1063/5.0161014)

Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Butler, Liam, Girolami, Mark and Cirak, Fehmi (2022) Digital twinning of self-sensing structures using the statistical finite element method. Data-Centric Engineering, 3, e31. (doi: 10.1017/dce.2022.28)

Povala, Jan, Kazlauskaite, Ieva, Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Cirak, Fehmi and Girolami, Mark (2022) Variational Bayesian approximation of inverse problems using sparse precision matrices. Computer Methods in Applied Mechanics and Engineering, 393, 114712. (doi: 10.1016/j.cma.2022.114712)

Girolami, Mark, Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Yin, Ge and Cirak, Fehmi (2021) The statistical finite element method (statFEM) for coherent synthesis of observation data and model predictions. Computer Methods in Applied Mechanics and Engineering, 375, 113533. (doi: 10.1016/j.cma.2020.113533)

Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240, Ortiz, Michael and Cirak, Fehmi (2021) Mollified finite element approximants of arbitrary order and smoothness. Computer Methods in Applied Mechanics and Engineering, 373, 113513. (doi: 10.1016/j.cma.2020.113513)

Conference Proceedings

Zheng, Timo, Buckley, Roisin ORCID logoORCID: https://orcid.org/0000-0001-5152-7759 and Febrianto, Eky ORCID logoORCID: https://orcid.org/0000-0001-8838-6240 (2024) Development of a Framework for Automatic Quantification of Uncertainty in Seismic Cone Penetration Testing. In: 7th International Conference on Geotechnical and Geophysical Site Characterization (ISC7), Barcelona, Spain, 18-21 June 2024,

This list was generated on Sun Jun 15 04:56:55 2025 BST.

Grants

  • Royal Society Research Grant (2022-2023): Robust digital twinning of complex structures using implicit geometry

 

Supervision

If you are interested in the research topics above, please contact me via email for PhD opportunities.

 

  • Chen, Qianxu
    Physics-constrained data-driven modelling of anisotropic sand behaviour
  • Sungurtekin, Turkay
    Data-driven modelling of sand behaviour under cyclic loading
  • Zheng, Timo
    Smart Characterisation of Offshore Geo-materials Using Database Methods

Teaching

  • Fluid Mechanics 2

Eky Febrianto