Toward machine learning-enhanced high-throughput experimentation for chemistry
High-throughput experimentation in chemistry allows for quick and automated exploration of chemical space to, for example, discover new drugs. Combining machine learning techniques with high-throughput experimentation has the potential to speed up and improve chemical space exploration and optimizat...
| Main Author: | |
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| Format: | Journal article |
| Language: | English |
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Cell Press
2021
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| _version_ | 1826310702723235840 |
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| author | Callaghan, S |
| author_facet | Callaghan, S |
| author_sort | Callaghan, S |
| collection | OXFORD |
| description | High-throughput experimentation in chemistry allows for quick and automated exploration of chemical space to, for example, discover new drugs. Combining machine learning techniques with high-throughput experimentation has the potential to speed up and improve chemical space exploration and optimization. |
| first_indexed | 2024-03-07T07:57:23Z |
| format | Journal article |
| id | oxford-uuid:576f50db-f202-4b30-8c2f-750c067266cd |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-07T07:57:23Z |
| publishDate | 2021 |
| publisher | Cell Press |
| record_format | dspace |
| spelling | oxford-uuid:576f50db-f202-4b30-8c2f-750c067266cd2023-08-25T12:40:28ZToward machine learning-enhanced high-throughput experimentation for chemistryJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:576f50db-f202-4b30-8c2f-750c067266cdEnglishSymplectic ElementsCell Press2021Callaghan, SHigh-throughput experimentation in chemistry allows for quick and automated exploration of chemical space to, for example, discover new drugs. Combining machine learning techniques with high-throughput experimentation has the potential to speed up and improve chemical space exploration and optimization. |
| spellingShingle | Callaghan, S Toward machine learning-enhanced high-throughput experimentation for chemistry |
| title | Toward machine learning-enhanced high-throughput experimentation for chemistry |
| title_full | Toward machine learning-enhanced high-throughput experimentation for chemistry |
| title_fullStr | Toward machine learning-enhanced high-throughput experimentation for chemistry |
| title_full_unstemmed | Toward machine learning-enhanced high-throughput experimentation for chemistry |
| title_short | Toward machine learning-enhanced high-throughput experimentation for chemistry |
| title_sort | toward machine learning enhanced high throughput experimentation for chemistry |
| work_keys_str_mv | AT callaghans towardmachinelearningenhancedhighthroughputexperimentationforchemistry |