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Machine‐learning‐based predictive control of nonlinear processes. Part II: Computational implementation
Wu, Zhe, Tran, Anh, Rincon, David, Christofides, Panagiotis D.
Published in AIChE journal (01.11.2019)
Published in AIChE journal (01.11.2019)
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Journal Article
Machine learning for accelerating process‐based computation of land biogeochemical cycles
Sun, Yan, Goll, Daniel S., Huang, Yuanyuan, Ciais, Philippe, Wang, Ying‐Ping, Bastrikov, Vladislav, Wang, Yilong
Published in Global change biology (01.06.2023)
Published in Global change biology (01.06.2023)
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Journal Article
Machine learning‐based predictive control of nonlinear processes. Part I: Theory
Wu, Zhe, Tran, Anh, Rincon, David, Christofides, Panagiotis D.
Published in AIChE journal (01.11.2019)
Published in AIChE journal (01.11.2019)
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Journal Article
Challenges and Opportunities in Deep Reinforcement Learning With Graph Neural Networks: A Comprehensive Review of Algorithms and Applications
Munikoti, Sai, Agarwal, Deepesh, Das, Laya, Halappanavar, Mahantesh, Natarajan, Balasubramaniam
Published in IEEE transaction on neural networks and learning systems (01.11.2024)
Published in IEEE transaction on neural networks and learning systems (01.11.2024)
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Journal Article
Machine learning‐based distributed model predictive control of nonlinear processes
Chen, Scarlett, Wu, Zhe, Rincon, David, Christofides, Panagiotis D.
Published in AIChE journal (01.11.2020)
Published in AIChE journal (01.11.2020)
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Journal Article
Reinforcement learning algorithm for non-stationary environments
Padakandla, Sindhu, K. J., Prabuchandran, Bhatnagar, Shalabh
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2020)
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2020)
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Journal Article
Detection of Man-in-the-Middle (MitM) Cyber-Attacks in Oil and Gas Process Control Networks Using Machine Learning Algorithms
Obonna, Ugochukwu Onyekachi, Opara, Felix Kelechi, Mbaocha, Christian Chidiebere, Obichere, Jude-Kennedy Chibuzo, Akwukwaegbu, Isdore Onyema, Amaefule, Miriam Mmesoma, Nwakanma, Cosmas Ifeanyi
Published in Future internet (01.08.2023)
Published in Future internet (01.08.2023)
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Journal Article
Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry
Kim, Dong-Hyeon, Kim, Thomas J. Y., Wang, Xinlin, Kim, Mincheol, Quan, Ying-Jun, Oh, Jin Woo, Min, Soo-Hong, Kim, Hyungjung, Bhandari, Binayak, Yang, Insoon, Ahn, Sung-Hoon
Published in International Journal of Precision Engineering and Manufacturing-Green Technology, 5(4) (01.08.2018)
Published in International Journal of Precision Engineering and Manufacturing-Green Technology, 5(4) (01.08.2018)
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Journal Article
An improved evidence fusion algorithm in multi-sensor systems
Zhao, Kaiyi, Sun, Rutai, Li, Li, Hou, Manman, Yuan, Gang, Sun, Ruizhi
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2021)
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2021)
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Journal Article
Ant colony algorithm with Stackelberg game and multi-strategy fusion
Chen, Da, You, XiaoMing, Liu, Sheng
Published in Applied intelligence (Dordrecht, Netherlands) (01.04.2022)
Published in Applied intelligence (Dordrecht, Netherlands) (01.04.2022)
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Journal Article
Risk assessment in discrete production processes considering uncertainty and reliability: Z-number multi-stage fuzzy cognitive map with fuzzy learning algorithm
Abbaspour Onari, Mohsen, Yousefi, Samuel, Jahangoshai Rezaee, Mustafa
Published in The Artificial intelligence review (01.02.2021)
Published in The Artificial intelligence review (01.02.2021)
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Journal Article