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BRADSHAW: a system for automated molecular design.


ABSTRACT: This paper introduces BRADSHAW (Biological Response Analysis and Design System using an Heterogenous, Automated Workflow), a system for automated molecular design which integrates methods for chemical structure generation, experimental design, active learning and cheminformatics tools. The simple user interface is designed to facilitate access to large scale automated design whilst minimising software development required to introduce new algorithms, a critical requirement in what is a very fast moving field. The system embodies a philosophy of automation, best practice, experimental design and the use of both traditional cheminformatics and modern machine learning algorithms.

SUBMITTER: Green DVS 

PROVIDER: S-EPMC7292824 | biostudies-literature | 2020 Jul

REPOSITORIES: biostudies-literature

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BRADSHAW: a system for automated molecular design.

Green Darren V S DVS   Pickett Stephen S   Luscombe Chris C   Senger Stefan S   Marcus David D   Meslamani Jamel J   Brett David D   Powell Adam A   Masson Jonathan J  

Journal of computer-aided molecular design 20191021 7


This paper introduces BRADSHAW (Biological Response Analysis and Design System using an Heterogenous, Automated Workflow), a system for automated molecular design which integrates methods for chemical structure generation, experimental design, active learning and cheminformatics tools. The simple user interface is designed to facilitate access to large scale automated design whilst minimising software development required to introduce new algorithms, a critical requirement in what is a very fast  ...[more]

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