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Bernardo Barancelli Schwedersky

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2020 – today

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2022
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Bernardo Barancelli Schwedersky, Rodolfo César Costa Flesch, Samuel Bahu Rovea:
Echo state networks for online, multi-step MPC relevant identification. Eng. Appl. Artif. Intell. 108: 104596 (2022)
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Bernardo Barancelli Schwedersky, Rodolfo César Costa Flesch:
Nonlinear model predictive control algorithm with iterative nonlinear prediction and linearization for long short-term memory network models. Eng. Appl. Artif. Intell. 115: 105247 (2022)
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Bernardo Barancelli Schwedersky, Bernardo Cassimiro Fonseca de Oliveira, Armando Albertazzi, Rodolfo César Costa Flesch:
Impact damage characterization in CFRP samples with self-organizing maps applied to lock-in thermography and square-pulse shearography images. Expert Syst. Appl. 192: 116297 (2022)
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Bernardo Barancelli Schwedersky, Rodolfo César Costa Flesch, Samuel Bahu Rovea:
Adaptive Practical Nonlinear Model Predictive Control for Echo State Network Models. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2605-2614 (2022)

2010 – 2019

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2018
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Bernardo Barancelli Schwedersky, Varuna Adikariwattage:
Practical Nonlinear Model Predictive Control Using an Echo State Network Model. IJCNN 2018: 1-8

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