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    • Visualization and Analysis of Atomistic Simulation Data with OVITO

    1. https://www.researchgate.net
    2. publication
    3. 229085177_...

    2024/4/15 -The Open Visualization Tool (OVITO) is a new 3D visualization software designed for post-processing atomistic data obtained from molecular dynamics or Monte ...


    Crystal structure identification with 3D convolutional neural networks with ...

    1. https://arxiv.org
    2. cond-mat
    1. https://arxiv.org
    2. cond-mat

    3日前 -... graph convolutional NN (DG-CNN) ... Lastly, we show how the NN based structure identification workflows can be integrated into OVITO using its python interface.


    Automated identification and tracking of deformation twin structures ... - KIT

    PDF
    1. https://publikationen.bibliothek.kit.edu
    2. ...
    PDF
    1. https://publikationen.bibliothek.kit.edu
    2. ...

    2024/2/16 -In this article, we introduce a novel computational tool integrated into the visualization and analysis software OVITO. Our tool automates the identification of.


    Crystal structure identification with 3D convolutional neural ... - arXiv

    1. https://arxiv.org
    2. html
    1. https://arxiv.org
    2. html

    3日前 -In this work, we train two neuronal network (NN) architectures, namely PointNet and dynamic graph convolutional NN (DG-CNN) using different hyperparameters and ...


    Layer-by-layer phase transformation in Ti 3 O 5 revealed by machine ...

    1. https://www.nature.com
    2. nature communications
    3. articles

    2024/4/9 -... OVITO is available at www.ovito.org; ALAMODE is available at alamode ... E(3)-equivariant graph neural networks for data-efficient and accurate interatomic ...


    List of applications/Science - ArchWiki

    1. https://wiki.archlinux.org
    2. List_of_applications
    3. Science
    1. https://wiki.archlinux.org
    2. List_of_applications
    3. Science

    2024/5/2 -OVITO (Open Visualization Tool) — Scientific data visualization and analysis solution for particle-based simulations. https://ovito.org/ || ovitoAUR. Plots ...


    Molecular dynamics simulation of surfactant reducing MMP between ...

    1. https://www.sciencedirect.com
    2. science
    3. article
    4. pii

    2024/2/22 -The graph clearly illustrates that the introduction of surfactants causes a reduction in the density of n-decane, leading to an expansion of the volume occupied ...


    Time‐Dependent Deep Learning Manufacturing Process Model for ...

    1. https://onlinelibrary.wiley.com
    2. doi
    3. aenm.202400376

    2024/3/5 -The Open Visualization Tool (OVITO) package was used for the microstructure visualization. ... Graph of loss, a) MSE and b) MAE, for training and validation ...


    Classification of complex local environments in systems of particle ...

    1. https://pubs.aip.org
    2. aip
    3. jcp
    4. article
    5. Classification-of...

    2024/4/16 -Snapshot images are rendered using Ovito.53 Because our model is a supervised model, the model's ability to classify the phases is largely influenced by the ...


    Hierarchical and reconfigurable interfibrous interface of bioinspired ...

    1. https://www.science.org
    2. doi
    3. sciadv.adl1884

    2024/4/5 -Using graph theory (GT)–based structural analysis ... The initial models and MD simulation snapshots were visualized by OVITO software (50). ... graph theory. ACS ...