Predicting oxidation damage of ultra high-temperature carbide ceramics in extreme environments using machine learning
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OpenAlex topics: Advanced materials and composites · Advanced ceramic materials synthesis · Injection Molding Process and Properties
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References (45)
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1. Ultra-high temperature ceramics: materials for extreme environments10.1016/j.scriptamat.2016.10.018 ↗
2. Microstructure, mechanical properties and oxidation behavior of TaC- and HfC-based materials containing short SiC fiber10.1016/j.ceramint.2014.09.070 ↗
3. Oxidation/ablation behaviors of hafnium carbide-silicon carbonitride systems at 1500 and 2500 C10.1016/j.ceramint.2020.06.161 ↗
4. Synthesis, microstructural characterization, and mechanical property evaluation of vacuum plasma sprayed tantalum carbide10.1111/j.1551-2916.2005.00899.x ↗
5. Elastic properties of tantalum carbide (TaC)10.1016/j.ssc.2005.01.036 ↗
6. Densification and mechanical behavior of HfC and HfB 2 fabricated by spark plasma sintering10.1111/j.1551-2916.2007.02248.x ↗
7. Preparation and growth mechanism of TaCx whiskers10.1016/S0022-0248(01)00673-X ↗
8. XPS, XES, and XAS studies of the electronic structure of substoichiometric cubic TaCx and hexagonal Ta2Cy carbides10.1016/S0925-8388(97)00098-4 ↗
9. Thermal conductivity of zirconium carbide at high temperatures10.1111/j.1151-2916.1962.tb11166.x ↗
10. Ablation characteristics of rocket nozzle using HfC-SiC refractory ceramic composite10.1016/j.actaastro.2020.03.050 ↗
11. The effect of extreme temperature in an oxidising atmosphere on dense tantalum carbide (TaC)10.1007/s10853-012-6740-4 ↗
12. Zirconium carbide produced by spark plasma sintering and hot pressing: densification kinetics, grain growth, and thermal properties10.3390/ma9070577 ↗
13. Nuclear applications for ultra-high temperature ceramics and MAX phases
14. Berkowitz-Mattuck, J. B. High-Temperature Oxidation IV. Zirconium and Hafnium Carbides Experimental Method.
15. High temperature oxidation of Zr- and Hf-carbides: influence of matrix and sintering additive10.1016/j.jeurceramsoc.2013.05.022 ↗
16. Pressureless sintering of Ta0.8Hf0.2C UHTC in the presence of MoSi210.1016/j.ceramint.2012.08.050 ↗
17. Thermal stability of refractory carbide/boride composites10.1016/S0254-0584(01)00486-2 ↗
18. Oxidation studies on TaC based ultra-high temperature ceramic composites under plasma arc jet exposure10.1016/j.corsci.2016.03.013 ↗
19. Lide · 2004 · vol. 85
20. Oxidation resistance of tantalum carbide-hafnium carbide solid solutions under the extreme conditions of a plasma jet10.1016/j.ceramint.2017.07.227 ↗
21. Oxidation of hafnium carbide in the temperature range 1400o to 2060oC10.1111/j.1151-2916.1993.tb05332.x ↗
22. Investigation of the effects of temperature and oxygen partial pressure on oxidation of zirconium carbide using different kinetics models10.1016/j.jallcom.2010.11.028 ↗
23. Ablation resistance of HfC-SiC coating prepared by supersonic atmospheric plasma spraying for SiC-coated C/C composites10.1016/j.ceramint.2015.11.161 ↗
24. Ultra-high temperature oxidation of a hafnium carbide-based solid solution ceramic composite10.1016/j.corsci.2013.11.049 ↗
25. Ablation mechanism of HfC-HfO2 protective coating for SiC-coated C/C composites in an oxyacetylene torch environment10.1016/j.jmst.2016.11.010 ↗
26. Effect of high temperature oxidation on the radiative properties of HfC-based ceramics10.1016/j.corsci.2017.07.007 ↗
27. Zirconium carbide doped with tantalum silicide: microstructure, mechanical properties and high temperature oxidation10.1016/j.matchemphys.2013.09.020 ↗
28. Microstructural characterization of ZrC-MoSi2 composites oxidized in air at high temperatures10.1016/j.apsusc.2013.07.012 ↗
29. Processing, mechanical properties and oxidation behavior of TaC and HfC composites containing 15 vol% TaSi 2 or MoSi 210.1557/jmr.2009.0232 ↗
30. A perspective on modeling materials in extreme environments: oxidation of ultrahigh-temperature ceramics10.1557/mrs2006.103 ↗
31. Ultra-high temperature ceramics melting temperature prediction via machine learning10.1016/j.ceramint.2019.06.076 ↗
32. Machine-learning-based atomistic model analysis on high-temperature compressive creep properties of amorphous silicon carbide10.3390/ma14071597 ↗
33. Predicting mechanical properties of ultrahigh temperature ceramics using machine learning10.1111/jace.18636 ↗
34. Predicting oxidation damage in ultra high-temperature borides: a machine learning approach10.1016/j.ceramint.2022.06.236 ↗
35. A critical analysis of the parameters affecting the oxidation behavior of ultra-high-temperature diboride ceramics
36. Effects of oxygen partial pressure and atomic oxygen on the microstructure of oxide scale of ZrB2-SiC composites at 1500°C
37. Oxidation behaviour of zirconium diboride-silicon carbide ceramic composites under low oxygen partial pressure10.1016/j.corsci.2011.07.020 ↗
38. Oxidation behavior of zirconium diboride-silicon carbide at 1800 °C10.1016/j.scriptamat.2007.07.009 ↗
39. Oxidation of zirconium diboride-silicon carbide ceramics under an oxygen partial pressure of 200Pa: formation of zircon10.1016/j.corsci.2010.06.004 ↗
40. Application of a counter-current gaseous diffusion model to the oxidation of hafnium carbide at 1200 to 1530°C10.1007/BF00665261 ↗
41. Oxidation of hafnium carbide in the temperature range 1400° to 2060°C10.1111/j.1151-2916.1993.tb05332.x ↗
42. High temperature ablation behavior of pressureless sintered Ta0.8Hf0.2C-based ultra-high temperature ceramics10.1016/j.jeurceramsoc.2019.11.043 ↗
43. Ablation tests on HfC- and TaC-based ceramics for aeropropulsive applications10.1016/j.jeurceramsoc.2014.11.018 ↗
44. Microstructure, mechanical properties and oxidation behavior of TaC- and HfC-based materials containing short SiC fiber10.1016/j.ceramint.2014.09.070 ↗
45. Thermal analysis of tantalum carbide-hafnium carbide solid solutions from room temperature to 1400 °C10.3390/coatings7080111 ↗