Applying machine learning and optimization to high-throughput experimentation

由 Low, Andre Kai Yuan
出版 2021

Mapping pareto fronts for efficient multi-objective materials discovery

由 Low, Andre Kai Yuan, Vissol-Gaudin, Eleonore, Lim, Yee-Fun, Hippalgaonkar, Kedar
出版 2024

Harnessing GPT-3.5 for text parsing in solid-state synthesis - case study of ternary chalcogenides

由 Thway, Maung, Low, Andre Kai Yuan, Khetan, Samyak, Dai, Haiwen, Recatala-Gomez, Jose, Chen, Andy Paul, Hippalgaonkar, Kedar
出版 2024

Multi-objective synthesis optimization and kinetics of a sustainable terpolymer

由 Tan, Jin Da, Low, Andre Kai Yuan, Thoi, Shannon Rui Ying, Tan, Sze Yu, Zhao, Wenguang, Lim, Yee-Fun, Li, Qianxiao, Khan, Saif A., Ramalingam, Balamurugan, Hippalgaonkar, Kedar
出版 2025

Stable and highly emissive infrared Yb-doped perovskite quantum cutters engineered by machine learning

由 Jing, Yao, Low, Andre Kai Yuan, Liu, Yun, Feng, Minjun, Lim, Melvin Jia Wei, Rehman, Quadeer, Mathews, Nripan, Hippalgaonkar, Kedar, Sum, Tze Chien, Bruno, Annalisa, Mhaisalkar, Subodh Gautam
出版 2025

Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs

由 Low, Andre Kai Yuan, 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
出版 2024

An object-oriented framework to enable workflow evolution across materials acceleration platforms

由 Leong, Chang Jie, Low, Andre Kai Yuan, Recatala-Gomez, Jose, Velasco, Pablo Quijano, Vissol-Gaudin, Eleonore, Tan, Jin Da, Ramalingam, Balamurugan, Made, Riko I, Pethe, Shreyas Dinesh, Sebastian, Saumya, Lim, Yee-Fun, Khoo, Jonathan Zi Hui, Bai, Yang, Cheng, Jayce Jian Wei, Hippalgaonkar, Kedar
出版 2023