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Elasticity of dense anisotropic carbons: A machine learning model of the structure–property relationship informed by large scale molecular dynamics data
Franck Polewczyk, Jean‐Marc Leyssale, Philippe Aurel, Nicolas Pineau, Christophe Denoual, Gerard Louis Vignoles, Paul Lafourcade
Centre National de la Recherche Scientifique Université de Bordeaux Commissariat à l'Énergie Atomique et aux Énergies Alternatives Université Paris-Saclay
来源Acta Materialia
年份2024
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材料 / 化学Machine Learning in Materials Science
Composite Material Mechanics · Graphite, nuclear technology, radiation studies
参考文献 70
Carbon/Carbon Composite Materials for Aircraft Brakes
被引 65S. Awasthi, JERRY L. WOOD · Ceramic engineering and science proceedings · 2008
Nanoscale elasticity of highly anisotropic pyrocarbons
被引 33Baptiste Farbos, Jean‐Pierre da Costa, Gerard Louis Vignoles · Carbon · 2015
Fluidized bed chemical vapor deposition of pyrolytic carbon-III. Relationship between microstructure and mechanical properties
被引 58Huixing Zhang, Eddie López‐Honorato, Ping Xiao · Carbon · 2015
此处列出前 3 条
引用本文 11
Computational insights into PAN-based carbon fiber advancements: Simulation techniques, microstructural-property relationship, and future directions
被引 17Hamza Malik, Jian He, Hui Zhang · International Materials Reviews · 2025
Effects of high-temperature annealing on structural and mechanical properties of amorphous carbon materials investigated by molecular dynamics simulations
被引 16In‐Chul Yeh, Ngon T. Tran, Daniel B. Knorr · Carbon · 2025
Artificial intelligence enabled microstructure prediction in Al alloy castings
被引 12Qinghuai Hou, Xuelong Wu, Zhongyao Li · Journal of Material Science and Technology · 2025
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