Chemical and biological language models in molecular design: opportunities, risks and scientific reasoning

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Main Author: Jürgen Bajorath
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Future Science OA
Subjects:
Online Access:https://www.tandfonline.com/doi/10.2144/fsoa-2023-0318
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author Jürgen Bajorath
author_facet Jürgen Bajorath
author_sort Jürgen Bajorath
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institution Kabale University
issn 2056-5623
language English
publishDate 2024-12-01
publisher Taylor & Francis Group
record_format Article
series Future Science OA
spelling doaj-art-c82f08ce1d3742bb95d2915abf860da82025-08-20T03:27:48ZengTaylor & Francis GroupFuture Science OA2056-56232024-12-0110110.2144/fsoa-2023-0318Chemical and biological language models in molecular design: opportunities, risks and scientific reasoningJürgen Bajorath0Department of Life Science Informatics & Data Science, B-IT, LIMES Program Unit Chemical Biology & Medicinal Chemistry, Lamarr Institute for Machine Learning & Artificial Intelligence, Rheinische Friedrich-Wilhelms-Universität, Friedrich-Hirzebruch-Allee 5/6, D-53115 Bonn, Germanyhttps://www.tandfonline.com/doi/10.2144/fsoa-2023-0318artificial intelligencechemical language modelsdrug discoverymodel explanationprotein language modelssequence-to-compound learning
spellingShingle Jürgen Bajorath
Chemical and biological language models in molecular design: opportunities, risks and scientific reasoning
Future Science OA
artificial intelligence
chemical language models
drug discovery
model explanation
protein language models
sequence-to-compound learning
title Chemical and biological language models in molecular design: opportunities, risks and scientific reasoning
title_full Chemical and biological language models in molecular design: opportunities, risks and scientific reasoning
title_fullStr Chemical and biological language models in molecular design: opportunities, risks and scientific reasoning
title_full_unstemmed Chemical and biological language models in molecular design: opportunities, risks and scientific reasoning
title_short Chemical and biological language models in molecular design: opportunities, risks and scientific reasoning
title_sort chemical and biological language models in molecular design opportunities risks and scientific reasoning
topic artificial intelligence
chemical language models
drug discovery
model explanation
protein language models
sequence-to-compound learning
url https://www.tandfonline.com/doi/10.2144/fsoa-2023-0318
work_keys_str_mv AT jurgenbajorath chemicalandbiologicallanguagemodelsinmoleculardesignopportunitiesrisksandscientificreasoning