High-Precision Constitutive Modeling of CMC Interphase Under Thermo-Chemo-Mechanical Conditions Based on Molecular Simulation and Machine Learning
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OpenAlex topics: Injection Molding Process and Properties · Composite Material Mechanics · Mineral Processing and Grinding
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References (30)
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1. Yu, H., Zhou, X., Zhang, W., Peng, H., Zhang, C.: Mechanical behavior of SiCf/SiC composites with alternating PyC/SiC multilayer interphases. Mater. Des. 44, 320–324 (2013). https://doi.org/10.1016/j.matdes.2012.07.07310.1016/j.matdes.2012.07.073 ↗
2. Bhatt, R.T., Sola-Lopez, F., Halbig, M.C., Jaskowiak, M.H.: Thermal stability of CVI and MI SiC/SiC composites with Hi-NicalonTM-S fibers. J. Eur. Ceram. Soc. 42, 3383–94 (2022). https://doi.org/10.1016/j.jeurceramsooc2022.03.00910.1016/j.jeurceramsooc2022.03.009 ↗
3. Fang, D., Li, W., Cheng, T., Qu, Z., Chen, Y., Wang, R., et al.: Review on mechanics of ultra-high-temperature materials. Acta Mech Sinica/Lixue Xuebao 37, 1347–1370 (2021). https://doi.org/10.1007/s10409-021-01146-310.1007/s10409-021-01146-3 ↗
4. Lamon, J.: Review: creep of fibre-reinforced ceramic matrix composites. Int. Mater. Rev. 65, 28–62 (2020). https://doi.org/10.1080/09506608.2018.156418210.1080/09506608.2018.1564182 ↗
5. Steibel J.: Ceramic matrix composites taking flight at GE Aviation. Am Ceram Soc Bull. 98, 30–33 (2019).
6. Naslain, R.R.: The design of the fibre-matrix interfacial zone in ceramic matrix composites. Compos. A Appl. Sci. Manuf. 29, 1145–1155 (1998). https://doi.org/10.1016/S1359-835X(97)00128-010.1016/S1359-835X(97)00128-0 ↗
7. Zhao, C., Tu, Z., Mao, J.: The dynamic thermophysical properties evolution and multi-scale heat transport mechanisms of 2.5D C/SiC composite under high-temperature air oxidation environment. Compos. Part B: Eng. 263, 110831 (2023). https://doi.org/10.1016/j.compositesb.2023.11083110.1016/j.compositesb.2023.110831 ↗
8. Yang, Z., Li, W., Chen, Y., Zeng, W., Chen, W., Cao, X.: Life assessment of thermomechanical fatigue in a woven SiC/SiC ceramic matrix composite with an environmental barrier coating at elevated temperature. Int. J. Fatigue. 172, 107584 (2023). https://doi.org/10.1016/j.ijfatigue.2023.10758410.1016/j.ijfatigue.2023.107584 ↗
9. Ma, Y., Meng, X., Cui, Y., Kou, S., Yang, S., Guo, C., et al.: Effect of heat treatment on interface failure behavior in SiCf/PyC/SiC composites reinforced with Cansas-3 fibers. Ceram. Int. 50, 28102–28112 (2024). https://doi.org/10.1016/j.ceramint.2024.05.10810.1016/j.ceramint.2024.05.108 ↗
10. Jiang, L., Zhou, Y., Hou, J., Wu, B., Hou, Z., Jin, F.: Effect of interface types on the static and dynamic mechanical properties of 3D braided SiC/SiC composites after oxidation. Ceram. Int. 47, 13301–11 (2021). https://doi.org/10.1016/j.ceramint.2020.10.07510.1016/j.ceramint.2020.10.075 ↗
11. Cui, G.-Y., Luo, R.-Y., Wang, L.-Y., Huang, P., Song, J.-Q., Wang, J.-S.: Mechanical properties evolution of SiCf/SiC composites with a BN/SiC multilayer interface oxidized at elevated temperature. Appl. Surf. Sci. 570, 151065 (2021). https://doi.org/10.1016/j.apsusc.2021.15106510.1016/j.apsusc.2021.151065 ↗
12. Wang, B., Li, G., Li, J., Wang, L., Zhuang, X., Shi, W., et al.: Interfacial modification and oxidation resistance behavior of a CVD-SiC coating for C/SiC composites. Ceram. Int. 49, 36816–24 (2023). https://doi.org/10.1016/j.ceramint.2023.09.01110.1016/j.ceramint.2023.09.011 ↗
13. Wang, T., Chen, S., Zhao, Z., Ma, Q., Mao, W.: Influence of interfacial microstructure on the mechanical properties of SiC/SiBCN composites. J. Mater. Res. Technol. 26, 6266–74 (2023). https://doi.org/10.1016/j.jmrt.2023.08.30410.1016/j.jmrt.2023.08.304 ↗
14. Cong, C., Liu, J., Yu, Z., Wei, Y., Wei, X.: Trans-scale dynamic shear-lag model for the impact performance of fiber-reinforced composites. Compos. Struct. 327, 117688 (2024). https://doi.org/10.1016/j.compstruct.2023.11768810.1016/j.compstruct.2023.117688 ↗
15. Kfoury, P., Battie, Y., Chaoui, N., Naciri, A.E.: Orientation and shape distributions effective medium theory (OSDEMT): Applications in plasmonic nanocomposites. Optik 312, 171972 (2024). https://doi.org/10.1016/j.ijleo.2024.17197210.1016/j.ijleo.2024.171972 ↗
16. Noyel, J.-P., Hajjar, A., Debastiani, R., Antouly, K., Atli, A.: Impact of viscoelasticity on the stiffness of polymer nanocomposites: Insights from experimental and micromechanical model approaches. Polymer 309, 127443 (2024). https://doi.org/10.1016/j.polymer.2024.12744310.1016/j.polymer.2024.127443 ↗
17. Li, D., Liu, J., Fan, Y., Yang, X., Huang, W.: A preliminary discussion about the applicatio -n of machine learning in the field of constitutive modeling focusing on alloys. J Alloys Compd 976, 173210 (2024). https://doi.org/10.1016/j.jallcom.2023.17321010.1016/j.jallcom.2023.173210 ↗
18. Liu, Z., Yang, X.: Insight of low flammability limit on sustainable aviation fuel blend and prediction by ANN model. Energy AI 18, 100423 (2024). https://doi.org/10.1016/j.egyai.2024.10042310.1016/j.egyai.2024.100423 ↗
19. Li, Z., Li, X., Chen, Y., Zhang, C.: A mechanics-informed machine learning approach for modeling the elastoplastic behavior of fiber-reinforced composites. Compos. Struct. 323, 117473 (2023). https://doi.org/10.1016/j.compstruct.2023.11747310.1016/j.compstruct.2023.117473 ↗
20. Song, X., Zhou, J., Zhang, D., Zhang, S., Li, P., Bai, L., et al.: Trans-scale analysis of 3D braided composites with voids based on micro-CT imaging and unsupervised machine learning. Compos. Sci. Technol. 249, 110494 (2024). https://doi.org/10.1016/j.compscitech.2024.11049410.1016/j.compscitech.2024.110494 ↗
21. Abueidda, D.W., Almasri, M., Ammourah, R., Ravaioli, U., Jasiuk, I.M., Sobh, N.A.: Predicti -on and optimization of mechanical properties of composites using convolution neural networks. Compos. Struct. 227, 111264 (2019). https://doi.org/10.1016/j.compstruct.2019.11126410.1016/j.compstruct.2019.111264 ↗
22. Yang, Z., Yabansu, Y.C., Al-Bahrani, R., Liao, W., Choudhary, A.N., Kalidindi, S.R., et al.: Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets. Comput. Mater. Sci. 151, 278–287 (2018). https://doi.org/10.1016/j.commatsci.2018.05.01410.1016/j.commatsci.2018.05.014 ↗
23. Yang, L.W., Liu, H.T., Jiang, R., Sun, X., Mao, W.G., Cheng, H.F., et al.: Weak interface dominated high temperature fracture strength of carbon fiber reinforced mullite matrix composites. J. Eur. Ceram. Soc. 37, 2991–2996 (2017). https://doi.org/10.1016/j.jeurceramsoc.2017.03.03310.1016/j.jeurceramsoc.2017.03.033 ↗
24. Fan, Y., Zhou, X.: A study of interface reaction zone in a SiC fibre/Ti-17 composite. Micron 113, 91–98 (2018). https://doi.org/10.1016/j.micron.2018.07.00310.1016/j.micron.2018.07.003 ↗
25. Yan-Ni Rao, Hong-Liang Dai.: Micromechanics-based thermo-viscoelastic properties prediction of fiber reinforced polymers with graded interphases and slightly weakened interfaces. Composite Structures. 168, 440–55 (2017). https://doi.org/10.1016/j.compstruct.2017.02.05910.1016/j.compstruct.2017.02.059 ↗
26. Chatillon, C., Teyssandier, F.: Thermodynamic assessment of the different steps observed during SiC oxidation. J. Eur. Ceram. Soc. 42, 1175–1196 (2022). https://doi.org/10.1016/j.jeurceramsoc.2021.11.06410.1016/j.jeurceramsoc.2021.11.064 ↗
27. Jiao, Y.-B., Wei, Y.-D., Li, W.-Q., Cui, X.-H., Liu, Z.-L., Yang, J.-Q., et al.: Threshold displaceme -nt energy of amorphous SiO2: A molecular dynamics study. J. Non-Cryst. Solids. 621, 122633 (2023). https://doi.org/10.1016/j.jnoncrysol.202312263310.1016/j.jnoncrysol.2023122633 ↗
28. Chen, X., Sun, Z., Han, X., Niu, X., Song, Y.: Evolution of microstructure and tensile strength of Cansas-II SiC fibers under air oxidizing atmosphere. J. Eur. Ceram. Soc. 41, 7585–600 (2021). https://doi.org/10.1016/j.jeur-ceramsoc.2021.07.06710.1016/j.jeur-ceramsoc.2021.07.067 ↗
29. Nguyen, V.-T., Fang, T.-H.: Material removal and wear mechanism in abrasive polishing of SiO2/SiC using molecular dynamics. Ceram. Int. 46, 21578–21595 (2020). https://doi.org/10.1016/j.ceramint.2020.05.26310.1016/j.ceramint.2020.05.263 ↗
30. Plimpton, S.: Fast Parallel Algorithms for Short-Range Molecular Dynamics. J. Comput. Phys. 117, 1–19 (1995). https://doi.org/10.1006/jcph.1995.103910.1006/jcph.1995.1039 ↗