A Light Attention-Mixed-Base Deep Learning Architecture toward Process Multivariable Modeling and Knowledge Discovery

Author:

Li Yue,Hu Lijuan,Li Ning,Shen Weifeng

Publisher

Elsevier BV

Subject

Computer Science Applications,General Chemical Engineering

Reference53 articles.

1. Akiba, T., Sano, S., Yanase, T., Ohta, T., Koyama, M., 2019. Optuna: a next-generation hyperparameter optimization framework. arXiv. July 25, 2019. http://arxiv.org/abs/1907.10902.

2. Bahdanau, D., Cho, K., Bengio, Y., 2016. Neural machine translation by jointly learning to align and translate. arXiv. May 19, 2016. http://arxiv.org/abs/1409.0473.

3. Algorithms for hyper-parameter optimization;Bergstra,2011

4. Random forests;Breiman;Mach. Learn.,2001

5. Neural networks applied in chemistry. II. Neuro-evolutionary techniques in process modeling and optimization;Cartwright;Ind. Eng. Chem. Res.,2013

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