
MS005B Data-Driven Methods and Digital Twin Applications in Geotechnical and Ground Engineering II
Main Organizer:
Prof.
Jelena Ninic
(
University of Birmingham
, United Kingdom
)
Chaired by:
Dr. Brian Sheil (University of Cambridge , United Kingdom) , Dr. Hassan Liravi (University of Birmingham , United Kingdom)
Dr. Brian Sheil (University of Cambridge , United Kingdom) , Dr. Hassan Liravi (University of Birmingham , United Kingdom)
Scheduled presentations:
-
Student
A Model-Independent Adaptive Sampling Approach for Surrogate Design in Geotechnical Engineering
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Two-stage surrogate modelling and prototype test for digital twins of construction disturbance-stratum-existing tunnel system
-
Surrogate Modeling for Interactive Subrectangular Tunnel Track Design using the Cut Finite Element Method
-
Ensemble Machine Learning and Hyperstatic Reaction Method for the Design of Quasi-rectangular Tunnels
-
Investigation of the Seismic Response of Multi-Storey Steel Structures Using Machine Learning Techniques
-
Student
Tunnel point cloud segmentation using deep learning and a novel synthetic data simulator