Mapping pareto fronts for efficient multi-objective materials discovery

Mapping pareto fronts for efficient multi-objective materials discovery

With advancements in automation and high-throughput techniques, we can tackle more complex multi-objective materials discovery problems requiring a higher evaluation budget. Given that experimentation is greatly limited by evaluation budget, maximizing sample efficiency of optimization becomes cruci...

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書目詳細資料
Main Authors:	Low, Andre Kai Yuan, Vissol-Gaudin, Eleonore, Lim, Yee-Fun, Hippalgaonkar, Kedar
其他作者:	School of Materials Science and Engineering
格式:	Article
語言:	English
出版:	2024
主題:	Engineering Machine learning High-throughput experimentation
在線閱讀:	https://hdl.handle.net/10356/175894
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

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