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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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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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
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Cascade learning system to improve the interpretation of geological conditions ahead of the tunnel face
Unterlaß, P. J., Sapronova, A., Hecht-Méndez, J., Dickmann, T. & Marcher, T., 5 Apr 2022.Research output: Contribution to conference › Poster › peer-review
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Identifying Rock Loads on TBM Shields During Standstills (Non-Advance-Periods)
Unterlaß, P. J., Erharter, G. H. & Marcher, T., 21 Aug 2022, (E-pub ahead of print) In: Geotechnical and Geological Engineering.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Practical recommendations for machine learning in underground rock engineering – On algorithm development, data balancing, and input variable selection
Morgenroth, J., Unterlaß, P. J., Sapronova, A., Khan, U., Perras, M., Erharter, G. H. & Marcher, T., 4 Oct 2022, In: Geomechanics and Tunnelling . 15, 5, p. 650-657 8 p.Research output: Contribution to journal › Article › peer-review
Activities
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4th International Conference on Information Technology in Geo-Engineering
Paul Johannes Unterlaß (Participant) & Alla Sapronova (Participant)
4 Aug 2022 → 5 Aug 2022Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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GANs for Synthetic Geotechnical Data Generation
Paul Johannes Unterlaß (Speaker)
21 Sep 2022Activity: Talk or presentation › Talk at conference or symposium › Science to public
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EAGE Digital - 2022
Paul Johannes Unterlaß (Speaker)
25 Mar 2022Activity: Talk or presentation › Poster presentation › Science to science
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Computational Methods and Information Models in Tunneling
Thomas Marcher (Chair), G.H. Erharter (Participant) & Paul Johannes Unterlaß (Participant)
22 Jun 2022 → 24 Jun 2022Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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Guest lecture: Dr. Kathy Kalenchuk: The application of numerical models for evaluating mine-induced seismicity hazards
Paul Johannes Unterlaß (Organiser), Alexander Kluckner (Organiser), Paul Johannes Unterlaß (Participant), Thomas Marcher (Participant), Thomas Geisler (Participant), Manuel Winkler (Participant), Vaibhav Shringi (Participant) & Ines Metzler (Participant)
11 May 2022Activity: Participation in or organisation of › Public lecture or debate (Participation in/Organisation of)