Tuomas Koskinen

  • Phone+358505638588
20162021

Research output per year

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Research Output

2019

Augmented Ultrasonic Data for Machine Learning

Virkkunen, I., Koskinen, T., Jessen-Juhler, O. & Rinta-aho, J., 27 Mar 2019, (Submitted) In : NDT & E International. 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Comparison of â Versus a and Hit/Miss POD-Estimation Methods: A European Viewpoint

Virkkunen, I., Koskinen, T., Papula, S., Sarikka, T. & Hänninen, H., Dec 2019, In : Journal of Nondestructive Evaluation. 38, 4, 13 p., 89.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Flaw Detection in Ultrasonic Data Using Deep Learning

Virkkunen, I. & Koskinen, T., 2019, Baltica XI: International Conference on Life Management and Maintenance for Power Plants. VTT Technical Research Centre of Finland, 7 p.

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

Open Access
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Machine Learning for NDT in the Finnish Nuclear Industry

Koskinen, T., Virkkunen, I., Rinta-aho, J. & Jessen-Juhler, O., 21 Oct 2019, VTT Technical Research Centre of Finland. (VTT Research Report; No. VTT-R-00584-19).

Research output: Book/ReportReport

2018

Hit/Miss POD With Model Assisted and Emulated Flaws

Koskinen, T. & Virkkunen, I., 1 Jun 2018, In : The e-Journal of Nondestructive Testing & Ultrasonics. 23, 8, 8 p.

Research output: Contribution to journalArticle in a proceedings journalScientific

Open Access

Producing a POD curve with emulated signal response data

Koskinen, T., Virkkunen, I., Papula, S., Sarikka, T. & Haapalainen, J., 2018, In : Insight: Non-Destructive Testing and Condition Monitoring. 60, 1, p. 42-48 7 p.

Research output: Contribution to journalArticleScientificpeer-review

2017

Non-destructive examination of NPP primary circuit components and concrete infrastructure (WANDA)

Jäppinen, T., Ferreira, M., Koskinen, T., Bohner, E., Al-Neshawy, F. & Virkkunen, I., 2017, SAFIR2018 - The Finnish Research Programme on Nuclear Power Plant Safety 2015-2018: Interim Report. VTT Technical Research Centre of Finland, p. 331-342 (VTT Technology, Vol. 294).

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Open Access
2016

Artificial flaw detection with ultrasound in austenitic stainless steels

Koskinen, T., Leskelä, E. & Vippola, M., 2016, Baltica X: International Conference on Life Management and Maintenance for Power Plants. Auerkari, P. (ed.). Espoo: VTT Technical Research Centre of Finland, 9 p. (VTT Technology, Vol. 261).

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

Open Access

The effect of an austenitic weld to probability of detection of ultrasonic inspection

Koskinen, T. & Haapalainen, J., 2016. 8 p.

Research output: Contribution to conferenceConference articleScientific