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Cyber-security of centralized, decentralized, and distributed control-detector architectures for nonlinear processes.
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- Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2021, v. 165, p. 25, doi. 10.1016/j.cherd.2020.10.014
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Decentralized machine-learning-based predictive control of nonlinear processes.
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- Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2020, v. 162, p. 45, doi. 10.1016/j.cherd.2020.07.019
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Economic Model Predictive Control of Nonlinear Systems Using Online Learning of Neural Networks.
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- Processes, 2023, v. 11, n. 2, p. 342, doi. 10.3390/pr11020342
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Association between serum cystatin C level and hemodynamically significant aortic stenosis: a prospective cohort study.
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- Journal of Geriatric Cardiology, 2021, v. 18, n. 12, p. 986, doi. 10.11909/j.issn.1671-5411.2021.12.003
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Machine‐learning‐based construction of barrier functions and models for safe model predictive control.
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- AIChE Journal, 2022, v. 68, n. 6, p. 1, doi. 10.1002/aic.17456
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Machine learning‐based distributed model predictive control of nonlinear processes.
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- AIChE Journal, 2020, v. 66, n. 11, p. 1, doi. 10.1002/aic.17013
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- Article
A cyber‐secure control‐detector architecture for nonlinear processes.
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- AIChE Journal, 2020, v. 66, n. 5, p. 1, doi. 10.1002/aic.16907
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- Article
Post cyber-attack state reconstruction for nonlinear processes using machine learning.
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- Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2020, v. 159, p. 248, doi. 10.1016/j.cherd.2020.04.018
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- Article
Model predictive control of phthalic anhydride synthesis in a fixed-bed catalytic reactor via machine learning modeling.
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- Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2019, v. 145, p. 173, doi. 10.1016/j.cherd.2019.02.016
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- Article