Search Results - Almeida Costa, Erbet

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  1. 1
    An uncertainty approach for Electric Submersible Pump modeling through Deep Neural Network

    An uncertainty approach for Electric Submersible Pump modeling through Deep Neural Network by Almeida Costa, Erbet, de Menezes Rebello, Carine, Viena Santana, Vinicius, Reges, Galdir, de Oliveira Silva, Tiago, Santana Luiz de Abreu, Odilon, Pellegrini Ribeiro, Marcos, Pereira Foresti, Bernardo, Fontana, Marcio, Bessa dos Reis Nogueira, Idelfonso, Schnitman, Leizer

    Published in Heliyon
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  2. 2
    A Robust Learning Methodology for Uncertainty-Aware Scientific Machine Learning Models

    A Robust Learning Methodology for Uncertainty-Aware Scientific Machine Learning Models by Costa, Erbet Almeida, Rebello, Carine de Menezes, Fontana, Márcio, Schnitman, Leizer, Nogueira, Idelfonso Bessa dos Reis

    Published in Mathematics (Basel)
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  3. 3
    Interpretable Scientific Machine Learning Approach for Correcting Phenomenological Models: Methodology Validation on an ESP Prototype

    Interpretable Scientific Machine Learning Approach for Correcting Phenomenological Models: Methodology Validation on an ESP Prototype by Rebello, Carine Menezes, Costa, Erbet Almeida, Fontana, Marcio, Schnitman, Leizer, Nogueira, Idelfonso B. R.

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  4. 4
    Assuring optimality in surrogate‐based optimization: A novel theorem and its practical implementation in pressure swing adsorption optimization

    Assuring optimality in surrogate‐based optimization: A novel theorem and its practical implementation in pressure swing adsorption optimization by Rebello, Carine Menezes, Costa, Erbet Almeida, Sánchez, Antonio Santos, Vides, Fredy, Nogueira, Idelfonso B. R.

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  5. 5
    Adaptive digital twin for pressure swing adsorption systems: Integrating a novel feedback tracking system, online learning and uncertainty assessment for enhanced performance

    Adaptive digital twin for pressure swing adsorption systems: Integrating a novel feedback tracking system, online learning and uncertainty assessment for enhanced performance by Costa, Erbet Almeida, Rebello, Carine Menezes, Schnitman, Leizer, Loureiro, José Miguel, Ribeiro, Ana Mafalda, Nogueira, Idelfonso B.R.

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  6. 6
    A Robust Learning Methodology for Uncertainty-aware Scientific Machine Learning models

    A Robust Learning Methodology for Uncertainty-aware Scientific Machine Learning models by Erbet Costa Almeida, Carine de Menezes Rebello, Fontana, Marcio, Schnitman, Leizer, Idelfonso Bessa dos Reis Nogueira

    Published in arXiv.org
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  7. 7
    NC-SIMC: Neuro-Controller Simple Internal Model Control

    NC-SIMC: Neuro-Controller Simple Internal Model Control by Costa, Erbet Almeida, Skogestad, Sigurd, dos Reis Nogueira, Idelfonso

    Published in IFAC-PapersOnLine
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  8. 8
    Physics-informed neural network uncertainty assessment through Bayesian inference

    Physics-informed neural network uncertainty assessment through Bayesian inference by Costa, Erbet Almeida, Rebello, Carine Menezes, Santana, Vinícius Viena, Nogueira, Idelfonso B.R.

    Published in IFAC-PapersOnLine
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  9. 9
    Machine learning multi-step-ahead modelling with uncertainty assessment

    Machine learning multi-step-ahead modelling with uncertainty assessment by Costa, Erbet Almeida, Rebello, Carine Menezes, Santana, Vinícius Viena, Nogueira, Idelfonso B.R.

    Published in IFAC-PapersOnLine
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  10. 10
    A Robust Learning Methodology for Uncertainty-Aware Scientific Machine Learning Models

    A Robust Learning Methodology for Uncertainty-Aware Scientific Machine Learning Models by Costa, Erbet Almeida, Rebello, Carine de Menezes, Fontana, Márcio, Schnitman, Leizer, B. R. Nogueira, Idelfonso

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