
MS005C Data-Driven Methods and Digital Twin Applications in Geotechnical and Ground Engineering III
Main Organizer:
Prof.
Jelena Ninic
(
University of Birmingham
, United Kingdom
)
Chaired by:
Dr. Ba Trung Cao (Ruhr University Bochum , Germany) , Prof. Jelena Ninic (University of Birmingham , United Kingdom)
Dr. Ba Trung Cao (Ruhr University Bochum , Germany) , Prof. Jelena Ninic (University of Birmingham , United Kingdom)
Scheduled presentations:
-
Keynote
Physics-informed Learning for Geotechnical Engineering: Potential and Challenges
-
Student
Generation of Samples of Granular Material Using Diffusion Models
-
Student
Integrating Machine Learning Classification with Thermal Integrity Profiling for Concrete Pile Assessment
-
Prediction of shear modulus for clayey soils using ensemble machine learning method
-
Bayesian Optimisation of Underground Railway Tunnels Using a Surrogate Model