Future of machine learning in geotechnics

KK Phoon, W Zhang - … : Assessment and Management of Risk for …, 2023 - Taylor & Francis
Machine learning (ML) is widely used in many industries, resulting in recent interests to
explore ML in geotechnical engineering. Past review papers focus mainly on ML algorithms …

I-BIM based approach for geotechnical and numerical modelling of a conventional tunnel excavation

S Fabozzi, SA Biancardo, R Veropalumbo… - … and Underground Space …, 2021 - Elsevier
Abstract Very recently the Building Information Modeling (BIM) design approach has landed
in the infrastructure field, giving life to the I-BIM, the BIM for the infrastructures, including …

A review of application building information modeling (BIM) during pre-construction stage: Retrospective and future directions

SEN Lau, R Zakaria, E Aminudin… - … Series: Earth and …, 2018 - iopscience.iop.org
Pre-construction is one of the biggest areas of risk and uncertainty in construction project as
it deals with subsurface ground conditions information. The amount of detail data needed in …

Factors-driven comparison between BIM-based and traditional 2D quantity takeoff in construction cost estimation

A Wahab, J Wang - Engineering, Construction and Architectural …, 2022 - emerald.com
Purpose Quantity Takeoff (QTO) is an integral part of the decision-making process.
Currently, QTO is mostly done using manual or 2D method, and practitioners are …

[HTML][HTML] BIM for the Underground–An enabler of trenchless construction

D Chapman, S Providakis, C Rogers - Underground space, 2020 - Elsevier
The subsurface space in urban areas is an important asset. However, the information
available on this environment is relatively poor compared to above ground information. This …

[HTML][HTML] Data-driven platform framework for digital whole-process expressway construction management

SY Chen, JX Zhang, QC Ni, M Skitmore… - Frontiers in …, 2022 - frontiersin.org
To increase the speed and efficiency of expressways construction, information management
is being gradually introduced into the construction process. However, progress is limited due …

[PDF][PDF] A new frontier of BIM process: Geotechnical BIM

N Valeria, V Roberta, C Vittoria… - Proceedings of the …, 2019 - researchgate.net
Building Information Modeling (BIM) is widely used by civil engineers and architects to
design structures and infrastructures. Actually, geological and geotechnical data are not …

[HTML][HTML] Assessing the economic risk of building damage due to the tunneling-induced settlement using Monte Carlo simulations and bim

S Providakis, CDF Rogers, DN Chapman - Sustainability, 2020 - mdpi.com
Due to the increasing use of underground space to align with sustainability needs,
geohazard risk assessments have become a valuable tool for decision-making. One …

Building Information Modelling in Hydropower Infrastructures: Design, Engineering and Management Perspectives

J Wangchuk, S Banihashemi, H Abbasianjahromi… - Infrastructures, 2024 - mdpi.com
Building Information Modelling (BIM) has emerged as a transformative force in the
construction industry, gaining traction within the hydropower sector. This study critically …

The five‐in‐one teaching mode in the teaching of engineering courses

J Tian, G He - Computer Applications in Engineering Education, 2020 - Wiley Online Library
Considering the intertwining of information technology and engineering specialty courses,
research on the application of the “Five‐in‐one” teaching mode based on building …