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Prediction of nonlocal elasticity parameters using high-throughput molecular dynamics simulations and machine learning - MaRDI portal

Prediction of nonlocal elasticity parameters using high-throughput molecular dynamics simulations and machine learning (Q6181394)

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scientific article; zbMATH DE number 7782751
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Prediction of nonlocal elasticity parameters using high-throughput molecular dynamics simulations and machine learning
scientific article; zbMATH DE number 7782751

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    Prediction of nonlocal elasticity parameters using high-throughput molecular dynamics simulations and machine learning (English)
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    2 January 2024
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    strain gradient theory
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    length-scale parameter
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    boundary value problem
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    supervised machine learning
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    Gaussian process regression
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    support vector machine
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    neural network
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