Search Results - "de Mendonça, João Paulo Almeida"

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    Artificial Neural Network-Based Density Functional Approach for Adiabatic Energy Differences in Transition Metal Complexes by de Mendonça, João Paulo Almeida, Mariano, Lorenzo Antonio, Devijver, Emilie, Jakse, Noel, Poloni, Roberta

    Published in Journal of chemical theory and computation (14-11-2023)
    “…During the past decades, approximate Kohn–Sham density functional theory schemes have garnered many successes in computational chemistry and physics, yet the…”
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    Journal Article
  3. 3

    High-Frequency Oscillator Based on Nano Graphene by de Mendonça, João Paulo Almeida, Silva, João Paulo Costa, Sato, Fernando

    Published in Brazilian journal of physics (15-08-2019)
    “…In this work, we propose an oscillator model based on carbon nanostructure. This model was built using three graphene sheets, in which the central sheet is…”
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    Modeling surface energy in porous metallic nanostructures by de Mendonça, João Paulo Almeida, Monteiro, Maxwel Gama, de Andrade Leonel, Sidiney, Sato, Fernando

    “…In this work we estimate surface energy values in nanostructures, with the use of a tight-binding potential with the second moment approximation. We propose a…”
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    The Frogs Method: A Bioinspired Algorithm For Micromagnetic Dynamics Skyrmion Data Extraction by de Mendonça, João Paulo Almeida, Santece, Isaac Andrade, MonteiroJr, Maxwel Gama, Leonel, Sidiney Andrade, Coura, Pablo Zimmermann, Sato, Fernando

    Published 19-11-2019
    “…In this work we present a new bio-inspired method (using an adapted, frog based Particle Swarm Optimization) that can track a skyrmion's position. The…”
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  6. 6

    Regression tree-based active learning by Jose, Ashna, de Mendonça, João Paulo Almeida, Devijver, Emilie, Jakse, Noël, Monbet, Valérie, Poloni, Roberta

    Published in Data mining and knowledge discovery (01-03-2024)
    “…Machine learning algorithms often require large training sets to perform well, but labeling such large amounts of data is not always feasible, as in many…”
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    Digital Beings as an option to study gut flora evolution and adaptation by de Mendonça, João Paulo Almeida, Teixeira, Leonardo da Motta de Vasconcellos, Sato, Fernando

    Published 10-09-2019
    “…In this work, we introduce a computational model for the study of the host-bacteria interaction and the influence of the intestinal microbiota on the behavior…”
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  8. 8

    Graphene oxide in water: a systematic computational experimental study by Ludwig, Valdemir, de Mendonça, João Paulo Almeida, de Lima, Alessandro Henrique, Da Costa Ludwig, Zélia Maria, Junqueira, Geórgia Maria Amaral, Quirino, Welber Gianini, Sato, Fernando

    Published in Graphene Technology (01-06-2020)
    “…In this work, solvent effects on graphene oxide (GO) in liquid water were analyzed in terms of hydrogen bonds and electronic properties. The sequential Monte…”
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  9. 9

    An Artificial Neural Network-based Density Functional Approach for Adiabatic Energy Differences in Transition Metal Complexes by de Mendonca, Joao Paulo Almeida, Mariano, Lorenzo A, Devijver, Emilie, Jakse, Noel, Poloni, Roberta

    Published 16-04-2023
    “…During the past decades, approximate Kohn-Sham density-functional theory schemes garnered many successes in computational chemistry and physics; yet the…”
    Get full text
    Journal Article