AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation.
Asif KhanAlexander Imani Cowen-RiversDerrick-Goh-Xin DeikAntoine GrosnitKamil DreczkowskiPhilippe A. RobertVictor GreiffRasul TutunovDany Bou-AmmarJun WangHaitham Bou-AmmarPublished in: CoRR (2022)
Keyphrases
- real world
- case study
- computer aided
- data mining
- user interface
- building blocks
- design methodology
- design decisions
- genetic algorithm
- multi agent
- wide range
- probabilistic model
- automated design
- design space
- semi automated
- optimal design
- engineering design
- posterior probability
- design process
- data driven
- multi objective
- real life
- machine learning