Finnish Center for Artificial Intelligence, FCAI

Organisation profile

Organisation profile

Finnish Center for Artificial Intelligence FCAI is a community of experts that brings together top talents in academia, industry and the public sector to solve real-life problems using both existing and novel AI.

FCAI is one of the Academy of Finland’s Finnish flagships, hubs of top-level research and impact.

FCAI web page: https://fcai.fi/

UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 8 - Decent Work and Economic Growth
  • SDG 13 - Climate Action

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
  • Balancing Imbalanced Toxicity Models : Using MolBERT with Focal Loss

    Masood, M. A., Kaski, S., Ceulemans, H., Herman, D. & Heinonen, M., 2025, AI in Drug Discovery - 1st International Workshop, AIDD 2024, Held in Conjunction with ICANN 2024, Proceedings. Clevert, D.-A., Wand, M., Schmidhuber, J., Malinovská, K. & Tetko, I. V. (eds.). Springer, p. 82-97 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14894 LNCS).

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

    Open Access
    File
    41 Downloads (Pure)
  • Towards Interpretable Models of Chemist Preferences for Human-in-the-Loop Assisted Drug Discovery

    Nahal, Y., Heinonen, M., Kabeshov, M., Janet, J. P., Nittinger, E., Engkvist, O. & Kaski, S., 2025, AI in Drug Discovery - 1st International Workshop, AIDD 2024, Held in Conjunction with ICANN 2024, Proceedings. Clevert, D.-A., Wand, M., Schmidhuber, J., Malinovská, K. & Tetko, I. V. (eds.). Springer, p. 58-70 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14894 LNCS).

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

    Open Access
    File
    38 Downloads (Pure)
  • Amortized Bayesian Experimental Design for Decision-Making

    Huang, D., Guo, Y., Acerbi, L. & Kaski, S., 2024, (Accepted/In press) Advances in Neural Information Processing Systems 37 - 38th Conference on Neural Information Processing Systems, NeurIPS 2024. Neural Information Processing Systems Foundation, 19 p.

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

  • Tekoäly ja tulevaisuus

    Kaski, S. (Speaker)

    2024

    Activity: Talk or presentation typesPublic talk to non-academic audience (public outreach)

  • PhD thesis examiner

    Kaski, S. (Examiner)

    2024

    Activity: Academic assessments Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board

  • External examiner of PhD thesis

    Kaski, S. (Examiner)

    2024

    Activity: Academic assessments Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board