Inverse design of composite metal oxide optical materials based on deep transfer learning and global optimization

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.8K citations

Natural Sciences, Computer Science, Algorithms +10

A Comprehensive Survey on Transfer Learning

Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan et al. · Proceedings of the IEEE · 2020 · 6.2K citations

Computing, Computer Science, Knowledge Transfer +5

Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek, Hugo Larochelle, Ryan P. Adams · arXiv (Cornell University) · 2012 · 5.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules

ACS Central Science · 2018 · 3K citations · Full text

Natural Sciences, Chemistry, Computational Chemistry +16

Genetic algorithms: a survey

M. Srinivas, L.M. Patnaik · Computer · 1994 · 2.2K citations

Computing, Computer Science, Algorithms +13