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Dive into the research topics where Rıza Özçelik is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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A hitchhiker's guide to deep chemical language processing for bioactivity prediction
Özçelik, R. & Grisoni, F. (Corresponding author), 1 Feb 2025, In: Digital Discovery. 4, 2, p. 316-325 10 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)19 Downloads (Pure) -
De Novo Drug Design by Chemical Language Modeling
Özçelik, R. & Grisoni, F., 1 Jan 2025, An Introduction to Generative Drug Discovery. CRC Press, p. 45-66 22 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
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Building efficient and effective OpenQA systems for low-resource languages
Budur, E. (Corresponding author), Özçelik, R., Soylu, D., Khattab, O., Güngör, T. & Potts, C., 25 Oct 2024, In: Knowledge-Based Systems. 302, 24 p., 112243.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Chemical language modeling with structured state space sequence models
Özçelik, R., de Ruiter, S., Criscuolo, E. & Grisoni, F. (Corresponding author), 22 Jul 2024, In: Nature Communications. 15, 1, 12 p., 6176.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Citations (Scopus)22 Downloads (Pure) -
Deep learning for low-data drug discovery: Hurdles and opportunities
van Tilborg, D., Brinkmann, H., Criscuolo, E., Rossen, L., Özçelik, R. & Grisoni, F. (Corresponding author), Jun 2024, In: Current Opinion in Structural Biology. 86, 9 p., 102818.Research output: Contribution to journal › Review article › peer-review
Open AccessFile9 Citations (Scopus)95 Downloads (Pure)
Datasets
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Code, data, and measurements for the paper "A Hitchhiker's Guide to Deep Chemical Language Processing for Bioactivity Prediction"
Özçelik, R. (Contributor) & Grisoni, F. (Contributor), Zenodo, 12 Dec 2024
DOI: 10.5281/zenodo.14423621, https://zenodo.org/records/14423621
Dataset
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Supporting material and code for "Chemical Language Modeling with Structured State Space Models"
Özçelik, R. (Contributor), de Ruiter, S. (Contributor), Criscuolo, E. (Contributor) & Grisoni, F. (Contributor), Zenodo, 5 Jul 2024
DOI: 10.5281/zenodo.12666371, https://zenodo.org/records/12666371
Dataset