Research output per year
Research output per year
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Dive into the research topics where Alla Sapronova 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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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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
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Towards the development of a harmonized inventory database for decision support: automatized information extraction
Sapronova, A., Unterlaß, P. J., Shringi, V. & Marcher, T., 14 Oct 2023.Research output: Contribution to conference › Poster › peer-review
Open AccessFile -
Towards the development of a harmonized inventory database for decision support: automatized information extraction
Sapronova, A., Unterlaß, P. J., Shringi, V. & 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. Salzburg: Austrian Society for Geomechanics, p. 621-625Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile
Activities
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15th ISRM Congress 2023 & 72nd Geomechanics Colloquium
Manuel Winkler (Participant), Paul Johannes Unterlaß (Participant), Thomas Geisler (Participant), Thomas Marcher (Chair), Thomas Frühwirt (Chair), Philipp Dobita (Participant), Mario Wölflingseder (Participant), Vaibhav Shringi (Participant), Alla Sapronova (Participant), Anton Kaufmann (Participant), Manfred Blümel (Participant) & Abdallah Ahmed Fouad Elsayed Soliman (Participant)
10 Oct 2023 → 13 Oct 2023Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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IAMG2023
Alla Sapronova (Participant) & Paul Johannes Unterlaß (Participant)
5 Aug 2023 → 12 Aug 2023Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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TBM sensor data - data analysis and ML techniques in mechanized tunnelling
Paul Johannes Unterlaß (Speaker) & Alla Sapronova (Speaker)
26 Apr 2023Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Dissertant*Innenseminar BOKU-TUGraz-UIBK
Thomas Marcher (Participant), Thomas Geisler (Participant), Manuel Winkler (Participant), Alla Sapronova (Participant) & Paul Johannes Unterlaß (Participant)
26 Apr 2023Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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4th International Symposium on Machine Learning & Big Data in Geoscience
Paul Johannes Unterlaß (Participant), Alla Sapronova (Participant) & G.H. Erharter (Participant)
29 Aug 2023 → 1 Sept 2023Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
Projects
- 1 Finished
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DrillData-ML001 - Analysis of drilling machine data with Machine Learning (ML) - Phase 1: Feasibility study on available ML algorithms
1/09/22 → 31/03/23
Project: Research project