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Personal profile

Education/Academic qualification

Doctor of Science (Technology), Science and Engineering

Fingerprint Dive into the research topics where Jukka Intosalmi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Research Output

  • 5 Article
  • 3 Conference contribution

A Mathematical Model for Enhancer Activation Kinetics During Cell Differentiation

Nousiainen, K., Intosalmi, J. & Lähdesmäki, H., 1 Jan 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). p. 191-202 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

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

  • Data-driven multiscale modeling reveals the role of metabolic coupling for the spatio-temporal growth dynamics of yeast colonies

    Intosalmi, J., Scott, A. C., Hays, M., Flann, N., Yli-Harja, O., Lähdesmäki, H., Dudley, A. M. & Skupin, A., 19 Dec 2019, In : BMC Molecular and Cell Biology. 20, 1, 59.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
  • 25 Downloads (Pure)
  • Learning Stochastic Differential Equations With Gaussian Processes Without Gradient Matching

    Yildiz, C., Heinonen, M., Intosalmi, J., Mannerström, H. & Lähdesmäki, H., 2018, IEEE International Workshop on Machine Learning for Signal Processing. IEEE, 6 p. 8516991

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

  • 3 Citations (Scopus)

    Learning unknown ODE models with Gaussian processes

    Heinonen, M., Yildiz, C., Mannerström, H., Intosalmi, J. & Lähdesmäki, H., 2018, Proceedings of the 35th International Conference on Machine Learning, ICML 2018. Vol. 5. p. 3120-3132 13 p. (Proceedings of Machine Learning Research; vol. 80).

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

    Open Access
    File
  • 1 Citation (Scopus)
    19 Downloads (Pure)

    Projects

    Quantifying molecular networks at single-cell level

    Lähdesmäki, H., Mannerström, H., Intosalmi, J., Somani, J., Tikhonov, G. & Gadd, C.

    01/09/201731/08/2021

    Project: Academy of Finland: Other research funding

    Experimentally-based dynamic models to predict reprogramming strategies for adaptive immune system

    Intosalmi, J.

    01/01/201531/12/2017

    Project: Academy of Finland: Other research funding

    Activities

    • 5 Visit abroad
    • 3 Conference presentation

    Gaussian Process and Uncertainty Quantification Summer School

    Jukka Intosalmi (Contributor)
    11 Sep 201714 Sep 2017

    Activity: Talk or presentation typesConference presentation

    6th Conference on Systems Biology of Mammalian Cells

    Jukka Intosalmi (Contributor)
    6 Apr 20168 Apr 2016

    Activity: Talk or presentation typesConference presentation

    Foreign Organisation

    Jukka Intosalmi (Visiting researcher)
    11 Apr 201615 Apr 2016

    Activity: Visiting an external institution typesVisit abroad

    Foreign Organisation

    Jukka Intosalmi (Visiting researcher)
    5 Jun 201611 Jun 2016

    Activity: Visiting an external institution typesVisit abroad

    Press / Media