关注
Johannes Schimunek
Johannes Schimunek
Johannes Kepler University Linz - ELLIS Unit at the LIT AI Lab
在 ml.jku.at 的电子邮件经过验证
标题
引用次数
引用次数
年份
Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks
M Hofmarcher, A Mayr, E Rumetshofer, P Ruch, P Renz, J Schimunek, ...
arXiv preprint arXiv:2004.00979, 2020
602020
Context-enriched molecule representations improve few-shot drug discovery
J Schimunek, P Seidl, L Friedrich, D Kuhn, F Rippmann, S Hochreiter, ...
The Eleventh International Conference on Learning Representations, 2023
272023
A generalized framework for embedding-based few-shot learning methods in drug discovery
J Schimunek, L Friedrich, D Kuhn, F Rippmann, S Hochreiter, ...
ELLIS Machine Learning for Molecule Discovery Workshop, 2021
62021
Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks. 2020
M Hofmarcher, A Mayr, E Rumetshofer, P Ruch, P Renz, J Schimunek, ...
DOI: https://doi. org/10.2139/ssrn 3561442, 2004
52004
A community effort in SARS‐CoV‐2 drug discovery
J Schimunek, P Seidl, K Elez, T Hempel, T Le, F Noé, S Olsson, L Raich, ...
Molecular Informatics 43 (1), e202300262, 2024
42024
Autoregressive activity prediction for low-data drug discovery
J Schimunek, L Friedrich, D Kuhn, G Klambauer
5th Workshop on practical ML for limited/low resource settings, 2024
2024
A community effort to discover small molecule SARS-CoV-2 inhibitors
J Schimunek, P Seidl, K Elez, T Hempel, T Le, F Noé, S Olsson, L Raich, ...
American Chemical Society (ACS), 2023
2023
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