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Dive into the research topics where Matthias Welsch is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Publications
- 4 Article
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Relating Model Performance to Embedding Distributions in Molecular Machine Learning
Welsch, M., Jiang, E., Papantonis, I. & Kirchmair, J. (Corresponding author), 11 May 2026, In: Journal of Chemical Information and Modeling. 66, 9, p. 5125-5134 10 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
E-GuARD: expert-guided augmentation for the robust detection of compounds interfering with biological assays
Palmacci, V., Nahal, Y., Welsch, M., Engkvist, O., Kaski, S. & Kirchmair, J. (Corresponding author), 29 Apr 2025, In: Journal of Cheminformatics. 17, 15 p., 64.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Trialblazer: A chemistry-focused predictor of toxicity risks in late-stage drug development
Zhang, H., Welsch, M., Schueller, W. & Kirchmair, J., 28 Oct 2025, In: European Journal of Medicinal Chemistry. 302, Pt 2, 118306.Publications: Contribution to journal › Article › Peer Reviewed