MatTen: Equivariant Graph Neural Nets for Tensorial Properties of Materials
machine-learning gnns mechanical-properties equivariant-graph-neural-network elasticity-tensor materials-tensor
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May 28, 2026 - Python
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elasticity-tensor
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Official repository of the QUANTAS (QUANTitative Analysis of Solids) code
density-functional-theory equation-of-state thermodynamic-properties quasi-harmonic-approximation quasi-static thermoelasticity seismic-analysis elasticity-tensor elasticity-analysis
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Sep 7, 2026 - Python
Выпускная работа по теме "Анализ результатов механических экспериментов с использованием машинного обучения".
python machine-learning ai numpy scikit-learn ml artificial-intelligence scipy sympy elasticity-tensor
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Jun 26, 2024 - Jupyter Notebook
Выпускная работа по теме "Аналитическое генерирование характеристик напряжённо-деформированного состояния средствами языка Python".
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Dec 21, 2022 - Jupyter Notebook
Scientific computing and performance engineering of the Generalized Singular Approximation for effective elastic tensor calculations in anisotropic rock physics.
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Aug 16, 2026 - Python
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