Research output per year
Research output per year
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Machine Learning for low-data drug discovery
Schimunek, J., Apr 2025Research output: Thesis › Doctoral thesis
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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 -
A community effort in SARS-CoV-2 drug discovery
Schimunek, J., Seidl, P., Elez, K., Hempel, T., Le, T., Noe, F., Olsson, S., Raich, L., Winter, R. & Hochreiter, S., Jan 2024, In: Molecular Informatics. 43, 1, p. e202300262 1 p., e202300262.Research output: Contribution to journal › Article › peer-review
Open Access -
Autoregressive activity prediction for low-data drug discovery
Schimunek, J., Friedrich, L., Kuhn, D. & Klambauer, G., Mar 2024, PML4LRS workshop @ ICLR 2024. 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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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
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Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences
Schimunek, J. (Speaker) & Luukkonen, S. I. M. (Speaker)
06 Dec 2024Activity: Talk or presentation › Poster presentation › science-to-science
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Autoregressive activity prediction for low-data drug discovery
Schimunek, J. (Speaker)
27 Jul 2024Activity: Talk or presentation › Poster presentation › science-to-science
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Machine Learning-guided directed protein evolution
Schimunek, J. (Speaker)
04 Jun 2024Activity: Talk or presentation › Invited talk › science-to-science
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Few-shot drug discovery
Schimunek, J. (Speaker)
31 May 2024Activity: Talk or presentation › Invited talk › science-to-science
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Autoregressive activity prediction for low-data drug discovery
Schimunek, J. (Speaker)
10 May 2024Activity: Talk or presentation › Poster presentation › science-to-science
Prizes
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Top Cited Article, Molecular Inforamtics Journal
Schimunek, J. (Recipient), 2024
Prize: Prize, award or honor
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Top Viewed Article, Molecular Informatics Journal
Schimunek, J. (Recipient), 2024
Prize: Prize, award or honor