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Human-in-the-loop assisted de novo molecular design
A de novo molecular design workflow can be used together with technologies such as reinforcement learning to navigate the chemical space. A bottleneck in the workflow that remains to be solved is how to integrate human feedback in the exploration of the chemical space to optimize molecules. A human...
Autores principales: | Sundin, Iiris, Voronov, Alexey, Xiao, Haoping, Papadopoulos, Kostas, Bjerrum, Esben Jannik, Heinonen, Markus, Patronov, Atanas, Kaski, Samuel, Engkvist, Ola |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9795720/ https://www.ncbi.nlm.nih.gov/pubmed/36578043 http://dx.doi.org/10.1186/s13321-022-00667-8 |
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