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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Enhancing Rock Mass Characterization with Advanced Pre-Processing of MWD Data
Sapronova, A., Marcher, T., Soliman, A. A. F. E. & Klein, F., 23 Dec 2024, In: IOP Conference Series: Earth and Environmental Science. 1435, 1, 9 p., 012010.Research output: Contribution to journal › Conference article › peer-review
Open Access -
MWD data Analysis for Risk Assessment and Process Optimization in Tunneling
Sapronova, A., Marcher, T. & Klein, F., 2024, 9th World Congress on Civil, Structural, and Environmental Engineering, CSEE 2024. El Naggar, H., Barros, J. & Cachim, P. (eds.). AVESTIA PublishingResearch output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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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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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
Activities
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Enhancing Rock Mass Characterization in Geotechnical Engineering with Advanced Preprocessing of MWD Data
Sapronova, A. (Speaker), Marcher, T. (Contributor), Soliman, A. A. F. E. (Contributor) & Klein, F. (Contributor)
24 Oct 2024 → 31 Oct 2024Activity: Talk or presentation › Poster presentation › 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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19th Nordic Geotechnical Meeting
Sapronova, A. (Participant)
18 Sept 2024 → 20 Sept 2024Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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9th World Congress on Civil, Structural, and Environmental Engineering
Sapronova, A. (Participant)
14 Apr 2024 → 16 Apr 2024Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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4TH EAGE DIGITALIZATION CONFERENCE AND EXHIBITION
Sapronova, A. (Participant)
25 Mar 2024Activity: 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
Sapronova, A. (Co-Investigator (CoI))
1/09/22 → 31/03/23
Project: Research project