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No photo of Sohvi Iiri Maria Luukkonen

Sohvi Iiri Maria Luukkonen

Dr.

  • Institute for Machine Learning
  • Emailsohvi_iiri_maria.luukkonenjkuat
  • Overview
  • Network
  • Research output (4)
  • Activities (1)

Research output

  • 2 Article
  • 1 Conference proceedings
  • 1 Preprint

Research output per year

Research output per year

  • Ligand-Conditioned Binding Site Prediction Using Contrastive Geometric Learning

    Schneckenreiter, L., Luukkonen, S., Friedrich, L., Kuhn, D. & Klambauer, G., 2025, Learning Meaningful Representations of Life (LMRL) Workshop at ICLR 2025. 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

    Open Access
  • MHNfs: Prompting In-Context Bioactivity Predictions for Low-Data Drug Discovery.

    Schimunek, J., Luukkonen, S. & Klambauer, G., 30 Apr 2025, In: Journal of Chemical Information and Modeling. 65, 9, p. 4243-4250 8 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
  • Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences

    Schmidinger, N., Schneckenreiter, L., Seidl, P., Schimunek, J., Hoedt, P.-J., Brandstetter, J., Mayr, A., Luukkonen, S. I. M., Hochreiter, S. & Klambauer, G., Nov 2024, 38 p. (arXiv.org; no. 2411.04165).

    Research output: Working paper and reports › Preprint

  • Diverse Hits in De Novo Molecule Design: Diversity-Based Comparison of Goal-Directed Generators

    Renz, P., Luukkonen, S. I. M. & Klambauer, G., 2024, In: Journal of Chemical Information and Modeling. 64, 15, p. 5756 - 5761 6 p.

    Research output: Contribution to journal › Article › peer-review

Activities

  • 1 Poster presentation

Activities per year

  • Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences

    Schimunek, J. (Speaker) & Luukkonen, S. I. M. (Speaker)

    06 Dec 2024

    Activity: Talk or presentation › Poster presentation › science-to-science

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