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13 May 2024
SERC
Institute of Materials Research & Engineering
Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs
Andre K. Y. Low,
Flore Mekki-Berrada,
Abhishek Gupta,
Aleksandr Ostudin,
Jiaxun Xie,
Eléonore Vissol-Gaudin,
Yee-Fun Lim,
Qianxiao Li,
Yew Soon Ong,
Saif A. Khan,
Kedar Hippalgaonkar
npj Computational Materials
20 Apr 2021
SERC
Institute of Materials Research and Engineering
Two-step machine learning enables optimized nanoparticle synthesis
Flore Mekki-Berrada,
Zekun Ren,
Tan Huang,
Wai Kuan Wong,
Fang Zheng,
Jiaxun Xie,
Isaac Parker Siyu Tian,
Senthilnath Jayavelu,
Zackaria Mahfoud,
Daniil Bash,
Kedar Hippalgaonkar,
Saif Khan,
Tonio Buonassisi,
Qianxiao Li,
Xiaonan Wang
npj Computational Materials
20 Apr 2021
SERC
Institute for Infocomm Research
Two-step machine learning enables optimized nanoparticle synthesis
Flore Mekki-Berrada,
Zekun Ren,
Tan Huang,
Wai Kuan Wong,
Fang Zheng,
Jiaxun Xie,
Isaac Parker Siyu Tian,
Senthilnath Jayavelu,
Zackaria Mahfoud,
Daniil Bash,
Kedar Hippalgaonkar,
Saif Khan,
Tonio Buonassisi,
Qianxiao Li,
Xiaonan Wang
npj Computational Materials
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