未登录Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs
Low, Andre K. Y.; Mekki-Berrada, Flore; Gupta, Abhishek; Ostudin, Aleksandr; Xie, Jiaxun; Vissol-Gaudin, Eleonore; Lim, Yee-Fun; Li, Qianxiao; Ong, Yew Soon; Khan, Saif A.; Hippalgaonkar, Kedar
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收藏Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains跨多个实验材料科学领域对贝叶斯优化的性能进行基准测试
Liang, Qiaohao; Gongora, Aldair E.; Ren, Zekun; Tiihonen, Armi; Liu, Zhe; Sun, Shijing; Deneault, James R.; Bash, Daniil; Mekki-Berrada, Flore; Khan, Saif A.; Hippalgaonkar, Kedar; Maruyama, Benji; Brown, Keith A.; Fisher Iii, John; Buonassisi, Tonio
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收藏Multi-Fidelity High-Throughput Optimization of Electrical Conductivity in P3HT-CNT Composites
Bash, Daniil; Cai, Yongqiang; Chellappan, Vijila; Wong, Swee Liang; Yang, Xu; Kumar, Pawan; Tan, Jin Da; Abutaha, Anas; Cheng, Jayce J. W.; Lim, Yee-Fun; Tian, Siyu Isaac Parker; Ren, Zekun; Mekki-Berrada, Flore; Wong, Wai Kuan; Xie, Jiaxun; Kumar, Jatin; Khan, Saif A.; Li, Qianxao; Buonassisi, Tonio; Hippalgaonkar, Kedar
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收藏Two-step machine learning enables optimized nanoparticle synthesis两步机器学习实现优化的纳米粒子合成
Mekki-Berrada, Flore; Ren, Zekun; Huang, Tan; Wong, Wai Kuan; Zheng, Fang; Xie, Jiaxun; Tian, Isaac Parker Siyu; Jayavelu, Senthilnath; Mahfoud, Zackaria; Bash, Daniil; Hippalgaonkar, Kedar; Khan, Saif; Buonassisi, Tonio; Li, Qianxiao; Wang, Xiaonan
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