Thomas Marcher

Univ.-Prof. Dipl.-Ing. Dr.-Ing.

20142020
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  • 6 Similar Profiles
Tunnels Engineering & Materials Science
Neural networks Engineering & Materials Science
tunnel Earth & Environmental Sciences
underground construction Earth & Environmental Sciences
shotcrete Earth & Environmental Sciences
TBM Earth & Environmental Sciences
Excavation Engineering & Materials Science
Constitutive models Engineering & Materials Science

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Research Output 2014 2019

  • 4 Conference contribution
  • 1 Article
underground construction
TBM
artificial neural network
Tunnels
tunnel

Artificial Neural Network Based Online Rockmass Behavior Classification of TBM Data

Erharter, G. H., Marcher, T. & Reinhold, C., 2019, Information Technology in Geo-Engineering: Proceedings of the 3rd International Conference (ICITG), Guimarães, Portugal. Springer, (Geomechanics and Geoengineering).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Tunnels
Neural networks
Torque
Excavation
Long short-term memory

Comparison of artificial neural networks for TBM data classification

Erharter, G. H., Marcher, T. & Reinhold, C., 2019, Rock Mechanics for Natural Resources and Infrastructure Development: Full Papers: Proceedings of the 14th International Congress on Rock Mechanics and Rock Engineering (ISRM 2019). da Fontoura, S. A. B., Rocca, R. J. & Pavón Mendoza, J. (eds.). CRC Press

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Tunnels
Neural networks
Multilayer neural networks
Geology
Learning systems

The brittle to ductile behavior of "hard soil and soft rock" - experimental review and challenges for constitutive modelling

Stauder, S. & Marcher, T., 3 Sep 2019, Rock Mechanics for Natural Resources and Infrastructure Development - Full Papers: Proceedings of the 14th International Congress on Rock Mechanics and Rock Engineering (ISRM 2019), September 13-18, 2019, Foz do Iguassu, Brazil. da Fontoura, S. A. B., Rocca, R. J. & Mendoza, J. P. (eds.). 1st Edition ed. London: Taylor and Francis Group, p. 2517-2523 7 p. (Proceedings in Earth and Geosciences ; vol. 6).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Application of a new shotcrete constitutive model to the numerical analysis of a tunnel excavation

Schweiger, H. F., Marcher, T. & Schädlich, B., 1 Jan 2014, Tunneling and Underground Construction - Selected Papers from the Proceedings of the 2014 GeoShanghai International Congress. 242 GSP ed. American Society of Civil Engineers (ASCE), p. 890-899 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

shotcrete
Constitutive models
Excavation
Numerical analysis
Tunnels

Activities 2019 2019

  • 2 Invited talk

Machine Learning for TBM data classification - lessons learned - problems encountered

Georg Hermann Erharter (Speaker), Thomas Marcher (Contributor)
29 Sep 2019

Activity: Talk or presentationInvited talkScience to science

Machine Learning for TBM data classification lessons learned problems encountered

Georg Hermann Erharter (Speaker), Thomas Marcher (Contributor)
29 Sep 2019

Activity: Talk or presentationInvited talkScience to science

Prizes

Ideas & Best Practices

Matthias Rebhan (Recipient), Franz Tschuchnigg (Recipient), Roman Marte (Recipient), Thomas Marcher (Recipient) & Alexander Kluckner (Recipient), 7 May 2019

Prize: Prizes / Medals / Awards

Projects 2017 2020