8.3. BIM, Big Data and Machine Learning Applications in Tunnelling
Tracks
Trianti Hall
| Wednesday, May 17, 2023 |
| 15:50 - 17:42 |
| Trianti Hall |
Details
Chairs: Cemal Balci - Istanbul Technical University -ITÜ, Jurij Karlovsek, The University of Queensland
Presenter
Mr. Konstantinos Sioutas
Phd Candidate
Ntua
Analysing and predicting surface settlements from metro construction using Machine Learning methods
15:50 - 16:10Authors:
K. N. Sioutas, A. Vlachogiorgos, A. Benardos
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Dr. Janosch Stascheit
Senior Consultant
Maidl Tunnelconsultants Gmbh & Co.KG
Generating a digital twin for tunneling projects during the construction phase
16:10 - 16:30Authors:
F. Hegemann, J. Stascheit, U. Maidl, R. Gangrade, P. Kottke
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Mr. Saadeldin Mostafa
Graduate Research Assistant
Stevens Institute Of Technology
Are we ready for TBM tunneling automation? Two strategies to improve model performance.
16:30 - 16:50Authors:
S. Mostafa, R. L. Sousa, B. Klink, H. Einstein
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Ms. Veronika Petschen
Managing Director
Scaut Association
Tunnel Digitalization Center – Beyond BIM in underground construction
16:50 - 17:10Authors:
V. Petschen, R. Brandt, O. Celebi, R. Wyss, N. Elkuch
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Dr. Michael Mooney
Professor
Colorado School Of Mines
Methods for local big data integration to reduce geotechnical uncertainty and risk on subsurface infrastructure projects
17:10 - 17:30Authors:
M. A. Mooney, J. G. Grasmick, R. Gangrade
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Chair
Cemal Balci
Prof.
Istanbul Technical University
Jurij Karlovsek
Professor
The University of Queensland
Technical Support
Ioannis Papadopoulos
Convin
