Research output per year
Research output per year
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Dive into the research topics where Paul Johannes Unterlaß is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Transfer Learning Based Tunnel Boring Machine Advance Classification
Unterlaß, P. J., Erharter, G. H. & Marcher, T., 31 Oct 2024.Research output: Contribution to conference › Paper › peer-review
Open AccessFile -
A WGAN Approach to Synthetic TBM Data Generation
Unterlaß, P. J., Erharter, G. H., Sapronova, A. & Marcher, T., 2023, Trends on Construction in the Digital Era - Proceedings of ISIC 2022. Gomes Correia, A., Azenha, M., Cruz, P. J. S., Novais, P. & Pereira, P. (eds.). Springer, Cham, Vol. 306. p. 3-19 17 p. (Lecture Notes in Civil Engineering; vol. 306 LNCE).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Chancen und Risiken bei Anwendung von ML-Techniken in der Geotechnik/Tunnelbau
Unterlaß, P. J., Sapronova, A. & Marcher, T., 1 Sept 2023, Fachsektionstage Geotechnik: Tagungsband 2023. Deutsche Gesellschaft für Geotechnik e.V. (DGGT), p. 292-299 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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MWD data analysis for optimization of tunnel excavation
Sapronova, A., Unterlaß, P. J., Sakai, K., Miyanaga, S., Soliman, A. A. F. E. & Marcher, T., 14 Oct 2023, Proceedings of the ISRM 15th International Congress on Rock Mechanics and Rock Engineering & 72nd Geomechanics Colloquium : Challenges in Rock Mechanics and Rock Engineering. Schubert, W. & Kluckner, A. (eds.). Salzburg: Austrian Society for Geomechanics, p. 610-615Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile -
Prediction of Geological Conditions Ahead of the Tunnel Face: Comparing the Accuracy of Machine Learning Models Trained on Real and Synthetic Data
Sapronova, A., Unterlaß, P. J., Dickmann, T., Hecht-Méndez, J. & Marcher, T., 2023, Trends on Construction in the Digital Era - Proceedings of ISIC 2022. Gomes Correia, A., Azenha, M., Cruz, P. J. S., Novais, P. & Pereira, P. (eds.). Springer, Cham, p. 76-86 11 p. 6. (Lecture Notes in Civil Engineering; vol. 306 LNCE).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Activities
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Transfer learning based TBM advance classification
Unterlaß, P. J. (Speaker)
13 Nov 2024Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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UNITEN Workshop
Marcher, T. (Organiser), Geisler, T. (Organiser), Winkler, M. (Participant), Sapronova, A. (Participant), Metzler, I. (Participant), Soliman, A. A. F. E. (Participant), Unterlaß, P. J. (Participant), Frühwirt, T. (Participant) & Richter, W. (Participant)
4 Mar 2024 → 7 Mar 2024Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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Biannual Meeting Arbeitskreis 3.3 - Versuchstechnik Fels
Frühwirt, T. (Organiser), Blümel, M. (Organiser), Unterlaß, P. J. (Organiser) & Marcher, T. (Organiser)
3 Apr 2024Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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Steinschlagsymposium Schladming 2024
Unterlaß, P. J. (Participant), Kaml, G. (Organiser), Metzler, I. (Participant), Wölflingseder, M. (Participant), Marcher, T. (Organiser) & Preitler, I. (Participant)
28 Nov 2024Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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4th DissertantInnen Seminar (UNI IBK, BOKU WIEN, TU GRAZ)
Unterlaß, P. J. (Participant), Metzler, I. (Participant), Wölflingseder, M. (Participant) & Marcher, T. (Participant)
13 Nov 2024Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
Projects
- 1 Finished
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GaSIm - Ground and Soil Improvement Modelling
Schlicke, D. (Co-Investigator (CoI)), Unterlaß, P. J. (Co-Investigator (CoI)), Rebhan, M. (Co-Investigator (CoI)) & Leo, J. (Co-Investigator (CoI))
1/11/23 → 31/10/24
Project: Research project