{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,23]],"date-time":"2026-10-23T21:07:34Z","timestamp":1792789654819,"version":"4.5.0"},"reference-count":88,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2026,1,21]],"date-time":"2026-01-21T00:00:00Z","timestamp":1768953600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["12162017"],"award-info":[{"award-number":["12162017"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["52508348"],"award-info":[{"award-number":["52508348"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Yunnan Fundamental Research Projects","award":["202301AT070394"],"award-info":[{"award-number":["202301AT070394"]}]},{"name":"Yunnan Fundamental Research Projects","award":["202301BE070001-037"],"award-info":[{"award-number":["202301BE070001-037"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Materials"],"abstract":"<jats:p>Ceramic matrix composites (CMCs) exhibit excellent high-temperature strength, oxidation resistance, and fracture toughness, making them superior to traditional metals and single-phase ceramics in extreme environments such as aerospace, nuclear energy equipment, and high-temperature protection systems. The mechanical properties of CMCs directly influence the reliability and service life of structures; thus, accurately predicting their mechanical response and service behavior has become a core issue in current research. However, the multi-phase heterogeneity of CMCs leads to highly complex stress distribution and deformation behavior in traditional mechanical property testing, resulting in significant uncertainty in the measurement of key mechanical parameters such as strength and modulus. Additionally, the high manufacturing cost and limited experimental data further constrain material design and performance evaluation based on experimental data. Therefore, the development of effective numerical simulation and mechanical modeling methods is crucial. This paper provides an overview of the research hotspots and future directions in the field of CMCs numerical simulation and mechanical modeling through bibliometric analysis using the CiteSpace software. The analysis reveals that China, the United States, and France are the leading research contributors in this field, with 422, 157, and 71 publications and 6170, 3796, and 2268 citations, respectively. At the institutional level, Nanjing University of Aeronautics and Astronautics (166 publications; 1700 citations), Northwestern Polytechnical University (72; 1282), and the Centre National de la Recherche Scientifique (CNRS) (49; 1657) lead in publication volume and\/or citation influence. Current research hotspots focus on finite element modeling, continuum damage mechanics, multiscale modeling, and simulations of high-temperature service behavior. In recent years, emerging research frontiers such as interface debonding mechanism modeling, acoustic emission monitoring and damage correlation, multiphysics coupling simulations, and machine learning-driven predictive modeling reflect the shift in CMCs research, from traditional experimental mechanics and analytical methods to intelligent and predictive modeling.<\/jats:p>","DOI":"10.3390\/ma19020414","type":"journal-article","created":{"date-parts":[[2026,1,21]],"date-time":"2026-01-21T08:48:08Z","timestamp":1768985288000},"page":"414","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Research Frontiers in Numerical Simulation and Mechanical Modeling of Ceramic Matrix Composites: Bibliometric Analysis and Hotspot Trends from 2000 to 2025"],"prefix":"10.3390","volume":"19","author":[{"given":"Shifu","family":"Wang","sequence":"first","affiliation":[{"name":"Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming 650500, China"},{"name":"Intelligent Infrastructure Operation and Maintenance Technology Innovation Team of Yunnan Provincial, Department of Education, Kunming University of Science and Technology, Kunming 650500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8751-0342","authenticated-orcid":false,"given":"Changxing","family":"Zhang","sequence":"additional","affiliation":[{"name":"Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming 650500, China"},{"name":"Intelligent Infrastructure Operation and Maintenance Technology Innovation Team of Yunnan Provincial, Department of Education, Kunming University of Science and Technology, Kunming 650500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Biao","family":"Xia","sequence":"additional","affiliation":[{"name":"School of Intelligent Manufacturing, Changde University, Changde 415000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Meiqian","family":"Wang","sequence":"additional","affiliation":[{"name":"Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming 650500, China"},{"name":"Intelligent Infrastructure Operation and Maintenance Technology Innovation Team of Yunnan Provincial, Department of Education, Kunming University of Science and Technology, Kunming 650500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4223-8186","authenticated-orcid":false,"given":"Zhiyi","family":"Tang","sequence":"additional","affiliation":[{"name":"Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming 650500, China"},{"name":"Intelligent Infrastructure Operation and Maintenance Technology Innovation Team of Yunnan Provincial, Department of Education, Kunming University of Science and Technology, Kunming 650500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wei","family":"Xu","sequence":"additional","affiliation":[{"name":"Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming 650500, China"},{"name":"Intelligent Infrastructure Operation and Maintenance Technology Innovation Team of Yunnan Provincial, Department of Education, Kunming University of Science and Technology, Kunming 650500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2026,1,21]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1177\/09506608241308337","article-title":"Toughening of ceramics and ceramic composites through microstructure engineering: A review","volume":"70","author":"Saiz","year":"2025","journal-title":"Int. Mater. Rev."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1347","DOI":"10.1007\/s10409-021-01146-3","article-title":"Review on mechanics of ultra-high-temperature materials","volume":"37","author":"Fang","year":"2021","journal-title":"Acta Mech. Sin."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Chen, B., Sun, H., Ye, Y., Ji, C., Pan, S., and Wang, B. (2025). Research Status and Development Trends of Joining Technologies for Ceramic Matrix Composites. Materials, 18.","DOI":"10.3390\/ma18040871"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"119652","DOI":"10.1016\/j.compstruct.2025.119652","article-title":"Numerical simulation of three-point bending deformation for 3D woven preforms based on the virtual yarn modeling strategy","volume":"373","author":"You","year":"2025","journal-title":"Compos. Struct."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"119322","DOI":"10.1016\/j.compstruct.2025.119322","article-title":"Numerical analysis of ultrahigh velocity impact of micro abrasive particles on Cf\/SiC composites","volume":"368","author":"Bao","year":"2025","journal-title":"Compos. Struct."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"04018086","DOI":"10.1061\/(ASCE)AS.1943-5525.0000921","article-title":"Time-dependent deformation and damage modeling of a SiC\/SiC composite","volume":"31","author":"Santhosh","year":"2018","journal-title":"J. Aerosp. Eng."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"8000","DOI":"10.1016\/j.ceramint.2024.12.236","article-title":"Multiscale modeling and analysis of electro-mechanical properties for plain woven SiCf\/PyC\/SiC composite under high-temperature tension","volume":"51","author":"Xue","year":"2025","journal-title":"Ceram. Int."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"1325","DOI":"10.1177\/13506501251314070","article-title":"Experimental study and numerical simulation of tribological and mechanical properties of mullite and SiC ceramic matrix composite for journal bearing","volume":"239","author":"Choudhary","year":"2025","journal-title":"Proc. Inst. Mech. Eng. J. Eng. Tribol."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1278","DOI":"10.1007\/s43207-024-00442-5","article-title":"Failure assessment of braided ceramic matrix composite dovetail turbine blade under thermo-mechanical load","volume":"61","author":"Dhimole","year":"2024","journal-title":"J. Korean Ceram. Soc."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"2345","DOI":"10.26599\/JAC.2023.9220824","article-title":"Modeling of the process-induced stress, damage, microstructure, and deformation evolution during the pyrolysis process manufacturing CMCs","volume":"12","author":"Liu","year":"2023","journal-title":"J. Adv. Ceram."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"116674","DOI":"10.1016\/j.jeurceramsoc.2024.116674","article-title":"Cracking detection of unidirectionally reinforced SiC\/SiC composite by X-ray Talbot\u2013Lau interferometry","volume":"44","author":"Kotani","year":"2024","journal-title":"J. Eur. Ceram. Soc."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"22085","DOI":"10.1016\/j.ceramint.2024.03.322","article-title":"Influence of the thickness of pyrolytic carbon interphase on the mechanical behavior of SiC\/(BN\/PyC)\/SiC composites","volume":"50","author":"Zhang","year":"2024","journal-title":"Ceram. Int."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"11711","DOI":"10.1016\/j.ceramint.2022.12.089","article-title":"Experimental investigation on interlaminar and in-plane shear damage evolution of 2D C\/SiC composites using acoustic emission and X-ray computed microtomography","volume":"49","author":"Qu","year":"2023","journal-title":"Ceram. Int."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"117923","DOI":"10.1016\/j.cma.2025.117923","article-title":"Prediction of damage evolution in CMCs considering the real microstructures through a deep-learning scheme","volume":"439","author":"Zhu","year":"2025","journal-title":"Comput. Methods Appl. Mech. Eng."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"110641","DOI":"10.1016\/j.ijmecsci.2025.110641","article-title":"Hierarchical modelling of strain-concentrating effect in notched ceramic matrix composite laminates","volume":"304","author":"Guan","year":"2025","journal-title":"Int. J. Mech. Sci."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"119274","DOI":"10.1016\/j.compstruct.2025.119274","article-title":"Development of a continuum damage model for ceramic matrix composites using genetic programming-based symbolic regression","volume":"369","author":"Jenkins","year":"2025","journal-title":"Compos. Struct."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1002\/asi.20317","article-title":"CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature","volume":"57","author":"Chen","year":"2006","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"5303","DOI":"10.1073\/pnas.0307513100","article-title":"Searching for intellectual turning points: Progressive knowledge domain visualization","volume":"101","author":"Chen","year":"2004","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1016\/j.jbusres.2021.04.070","article-title":"How to conduct a bibliometric analysis: An overview and guidelines","volume":"133","author":"Donthu","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"13847","DOI":"10.1016\/j.ceramint.2019.04.082","article-title":"Identification of damage mechanisms of carbon fiber reinforced silicon carbide composites under static loading using acoustic emission monitoring","volume":"45","author":"Gao","year":"2019","journal-title":"Ceram. Int."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1038\/s41524-021-00565-x","article-title":"Damage mechanism identification in composites via machine learning and acoustic emission","volume":"7","author":"Muir","year":"2021","journal-title":"npj Comput. Mater."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"114447","DOI":"10.1016\/j.compstruct.2021.114447","article-title":"Characterisation of damage evolution in plain weave SiC\/SiC composites using in situ X-ray micro-computed tomography","volume":"275","author":"Zhang","year":"2021","journal-title":"Compos. Struct."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"100921","DOI":"10.1016\/j.coco.2021.100921","article-title":"Flexural failure mechanism of 2.5 D woven SiCf\/SiC composites: Combination of acoustic emission, digital image correlation and X-ray tomography","volume":"28","author":"Duan","year":"2021","journal-title":"Compos. Commun."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"4699","DOI":"10.1016\/j.ceramint.2021.11.006","article-title":"Damage and failure analysis of a SiCf\/SiC ceramic matrix composite using digital image correlation and acoustic emission","volume":"48","author":"Wang","year":"2022","journal-title":"Ceram. Int."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"292","DOI":"10.1016\/j.actamat.2015.09.002","article-title":"FEM predictions of damage in continuous fiber ceramic matrix composites under transverse tension using the crack band method","volume":"102","author":"Meyer","year":"2016","journal-title":"Acta Mater."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.jnucmat.2018.12.017","article-title":"ABAQUS analysis of the SiC cladding fuel rod behavior under PWR normal operation conditions","volume":"515","author":"Li","year":"2019","journal-title":"J. Nucl. Mater."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"3436","DOI":"10.1111\/jace.17017","article-title":"Damage evolution in SiC\/SiC unidirectional composites by X-ray tomography","volume":"103","author":"Hilmas","year":"2020","journal-title":"J. Am. Ceram. Soc."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"107247","DOI":"10.1016\/j.compositesa.2022.107247","article-title":"Internal damage evolution investigation of C\/SiC composites using in-situ tensile X-ray computed tomography testing and digital volume correlation at 1000 \u00b0C","volume":"163","author":"Niu","year":"2022","journal-title":"Compos. Part A Appl. Sci. Manuf."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/j.jmst.2024.01.069","article-title":"In situ X-ray imaging and numerical modeling of damage accumulation in C\/SiC composites at temperatures up to 1200 \u00b0C","volume":"197","author":"Qian","year":"2024","journal-title":"J. Mater. Sci. Technol."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1007\/s11340-019-00557-5","article-title":"3D detection and quantitative characterization of cracks in a ceramic matrix composite tube using X-ray computed tomography","volume":"60","author":"Chen","year":"2020","journal-title":"Exp. Mech."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"534","DOI":"10.1016\/j.compstruct.2016.01.020","article-title":"The temperature-dependent fracture models for fiber-reinforced ceramic matrix composites","volume":"140","author":"Deng","year":"2016","journal-title":"Compos. Struct."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"112549","DOI":"10.1016\/j.compstruct.2020.112549","article-title":"A multi-scale stochastic model for damage analysis and performance dispersion study of a 2.5 D fiber-reinforced ceramic matrix composites","volume":"248","author":"Shi","year":"2020","journal-title":"Compos. Struct."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"116455","DOI":"10.1016\/j.compstruct.2022.116455","article-title":"Woven ceramic matrix composite surrogate model based on physics-informed recurrent neural network","volume":"305","author":"Borkowski","year":"2023","journal-title":"Compos. Struct."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1016\/j.jeurceramsoc.2023.09.022","article-title":"Damage mechanism characterisation of plain weave ceramic matrix composites under in-plane shear using in-situ X-ray micro-CT and deep-learning-based image segmentation","volume":"44","author":"Du","year":"2024","journal-title":"J. Eur. Ceram. Soc."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"108259","DOI":"10.1016\/j.ijmecsci.2023.108259","article-title":"A novel creep-fatigue life evaluation method for ceramic-composites components","volume":"249","author":"Liu","year":"2023","journal-title":"Int. J. Mech. Sci."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"112860","DOI":"10.1016\/j.compstruct.2020.112860","article-title":"Multi-scale damage mechanics method for predicting fatigue life of plain-braided C\/SiC composites","volume":"254","author":"Wang","year":"2020","journal-title":"Compos. Struct."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"16535","DOI":"10.1016\/j.ceramint.2016.07.073","article-title":"Hysteresis loops of carbon fiber-reinforced ceramic-matrix composites with different fiber preforms","volume":"42","author":"Li","year":"2016","journal-title":"Ceram. Int."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1007\/s10443-025-10317-5","article-title":"High-precision constitutive modeling of CMCs interphase under thermo-chemo-mechanical conditions based on molecular simulation and machine learning","volume":"32","author":"Chen","year":"2025","journal-title":"Appl. Compos. Mater."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"119842","DOI":"10.1016\/j.carbon.2024.119842","article-title":"Three-dimensional in-situ observation and cohesive zone modeling of tension-induced delamination of two-dimensional C\/SiC composites via deep learning-based damage identification","volume":"233","author":"Kang","year":"2025","journal-title":"Carbon"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1007\/s10443-024-10295-0","article-title":"Fatigue damage evolution model of ceramic matrix composite structures based on hysteresis loss energy and life prediction at elevated temperatures","volume":"32","author":"Zhang","year":"2025","journal-title":"Appl. Compos. Mater."},{"key":"ref_41","first-page":"2183","article-title":"CMCs strength and damage prediction considering thermal-mechanical coupling effect","volume":"44","author":"Xie","year":"2024","journal-title":"J. Reinf. Plast. Compos."},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Fang, G., Gao, X., and Song, Y. (2023). A review on ceramic matrix composites and environmental barrier coatings for aero-engines: Material development and failure analysis. Coatings, 13.","DOI":"10.3390\/coatings13020357"},{"key":"ref_43","doi-asserted-by":"crossref","unstructured":"Chen, M., Fang, G., Gao, X., and Song, Y. (2024). Thermo-mechanical stress distributions in a ceramic matrix composites turbine vane coated with environmental barrier coatings. Coatings, 14.","DOI":"10.3390\/coatings14010087"},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"106669","DOI":"10.1016\/j.engfracmech.2019.106669","article-title":"Micro-porosity as damage indicator for characterizing cyclic thermal shock-induced anisotropic damage in oxide\/oxide ceramic matrix composites","volume":"220","author":"Yang","year":"2019","journal-title":"Eng. Fract. Mech."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/j.ijfatigue.2019.04.030","article-title":"Representation of micro-structural evolution and thermo-mechanical damage in thermal shocked oxide\/oxide ceramic matrix composites","volume":"126","author":"Yang","year":"2019","journal-title":"Int. J. Fatigue"},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"114006","DOI":"10.1016\/j.compstruct.2021.114006","article-title":"Multiscale temperature-dependent ceramic matrix composite damage model with thermal residual stresses and manufacturing-induced damage","volume":"268","author":"Skinner","year":"2021","journal-title":"Compos. Struct."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"108576","DOI":"10.1016\/j.ast.2023.108576","article-title":"Bilayer lattice structure integrated with phase change material for innovative thermal protection system design","volume":"141","author":"Chen","year":"2023","journal-title":"Aerosp. Sci. Technol."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"2991","DOI":"10.1016\/j.jeurceramsoc.2017.03.033","article-title":"Weak interface dominated high temperature fracture strength of carbon fiber reinforced mullite matrix composites","volume":"37","author":"Yang","year":"2017","journal-title":"J. Eur. Ceram. Soc."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"110438","DOI":"10.1016\/j.ijmecsci.2025.110438","article-title":"Microscale model for fiber breaking displacement in ceramic-matrix composites","volume":"299","author":"Li","year":"2025","journal-title":"Int. J. Mech. Sci."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"e15111","DOI":"10.1111\/ijac.15111","article-title":"Woven SiO2f\/SiO2 composites quasistatic scratch behavior and damage mechanism considering interface characteristics","volume":"22","author":"Zhang","year":"2025","journal-title":"Int. J. Appl. Ceram. Technol."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"116886","DOI":"10.1016\/j.jeurceramsoc.2024.116886","article-title":"Determination of interfacial fracture energy of an environmental barrier coating on ceramic matrix composite substrate","volume":"45","author":"Bertrand","year":"2025","journal-title":"J. Eur. Ceram. Soc."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"108936","DOI":"10.1016\/j.compositesa.2025.108936","article-title":"Characterisation of strain localisation and crack evolution of Cf\/SiC-SiC composites by SEM-DIC method","volume":"194","author":"Wang","year":"2025","journal-title":"Compos. Part A Appl. Sci. Manuf."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"e20320","DOI":"10.1111\/jace.20320","article-title":"High-temperature subcritical crack growth in a 3D woven SiC-based composite","volume":"108","author":"Kanazawa","year":"2025","journal-title":"J. Am. Ceram. Soc."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"100940","DOI":"10.1016\/j.mtcomm.2020.100940","article-title":"Damage evolution and lifetime of fiber-reinforced ceramic-matrix composites under stress-rupture with stochastic loading at intermediate temperatures","volume":"23","author":"Li","year":"2020","journal-title":"Mater. Today Commun."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"7792","DOI":"10.1016\/j.ceramint.2019.11.283","article-title":"Synergistic effects of stochastic loading stress and time on stress-rupture damage evolution and lifetime of fiber-reinforced ceramic-matrix composites at intermediate temperatures","volume":"46","author":"Li","year":"2020","journal-title":"Ceram. Int."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1111\/ijac.13068","article-title":"Modeling matrix multicracking development of fiber-reinforced ceramic-matrix composites considering fiber debonding","volume":"16","author":"Li","year":"2019","journal-title":"Int. J. Appl. Ceram. Technol."},{"key":"ref_57","first-page":"435","article-title":"Synergistic effects of loading sequences and phase angles on thermomechanical fatigue damage evolution of silicon-carbide-fiber-reinforced ceramic-matrix composites","volume":"9","author":"Li","year":"2018","journal-title":"J. Ceram. Sci. Technol."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"1002","DOI":"10.1111\/jace.17487","article-title":"Constitutive model and failure criterion for orthotropic ceramic matrix composites under macroscopic plane stress","volume":"104","author":"Yang","year":"2021","journal-title":"J. Am. Ceram. Soc."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"106945","DOI":"10.1016\/j.ijfatigue.2022.106945","article-title":"Hysteresis-based identification approach for crack opening and closure stress in SiC\/SiC fiber-reinforced ceramic-matrix composites","volume":"162","author":"Li","year":"2022","journal-title":"Int. J. Fatigue"},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"7858","DOI":"10.1111\/jace.20089","article-title":"Hysteresis constitutive model of C\/SiC composites considering probabilistic matrix fragmentations","volume":"107","author":"Li","year":"2024","journal-title":"J. Am. Ceram. Soc."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"1153","DOI":"10.1080\/09243046.2025.2464960","article-title":"Investigation on fatigue damage and failure mechanism of plain-woven SiC\/SiC composites at elevated temperatures based on acoustic emission","volume":"34","author":"Yan","year":"2025","journal-title":"Adv. Compos. Mater."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"116877","DOI":"10.1016\/j.jeurceramsoc.2024.116877","article-title":"Interface wear law and modeling between yarns in woven CMCs under cyclic loading","volume":"45","author":"Dong","year":"2025","journal-title":"J. Eur. Ceram. Soc."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1016\/j.compositesb.2018.11.044","article-title":"Prediction of strength and constitutive response of SiC\/SiC composites considering fiber failure","volume":"163","author":"Zhang","year":"2019","journal-title":"Compos. Part B Eng."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"106725","DOI":"10.1016\/j.ast.2021.106725","article-title":"Multi-scale modeling and experimental study of fatigue of plain-woven SiC\/SiC composites","volume":"114","author":"Dong","year":"2021","journal-title":"Aerosp. Sci. Technol."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"117164","DOI":"10.1016\/j.jeurceramsoc.2024.117164","article-title":"Dynamic tensile behavior of unidirectional CVI SiCf\/SiC composites with PyC interface","volume":"45","author":"Han","year":"2025","journal-title":"J. Eur. Ceram. Soc."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"5255","DOI":"10.1016\/j.ceramint.2017.01.051","article-title":"Failure analysis of C\/SiC composite plate with a hole by the PFA and DIC method","volume":"43","author":"Gao","year":"2017","journal-title":"Ceram. Int."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"20857","DOI":"10.1016\/j.ceramint.2021.04.084","article-title":"An equivalent diffusion coefficient model of the oxidation of ceramic matrix composites","volume":"47","author":"Yu","year":"2021","journal-title":"Ceram. Int."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"138494","DOI":"10.1016\/j.msea.2019.138494","article-title":"Effects of thermal aging on the cyclic thermal shock behavior of oxide\/oxide ceramic matrix composites","volume":"769","author":"Yang","year":"2020","journal-title":"Mater. Sci. Eng. A"},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"13989","DOI":"10.1016\/j.ceramint.2020.02.198","article-title":"Influence of long-term thermal aging on the microstructural and tensile properties of all-oxide ceramic matrix composites","volume":"46","author":"Liu","year":"2020","journal-title":"Ceram. Int."},{"key":"ref_70","doi-asserted-by":"crossref","unstructured":"Buet, E., Braun, J., and Sauder, C. (2022). Influence of texture and thickness of pyrocarbon coatings as interphase on the mechanical behavior of specific 2.5D SiC\/SiC composites reinforced with Hi-Nicalon S fibers. Coatings, 12.","DOI":"10.3390\/coatings12050573"},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1016\/j.ijsolstr.2020.05.009","article-title":"Computational model for oxidation-assisted rupture of ceramic matrix composites","volume":"202","author":"Artz","year":"2020","journal-title":"Int. J. Solids Struct."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"1551","DOI":"10.1007\/s41779-020-00493-x","article-title":"Effect of pre-fatigue loading on tensile damage and fracture of fiber-reinforced ceramic-matrix composites","volume":"56","author":"Li","year":"2020","journal-title":"J. Aust. Ceram. Soc."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"1569","DOI":"10.1177\/1056789520941574","article-title":"A thermodynamics-based damage model for the non-linear mechanical behavior of SiC\/SiC ceramic matrix composites in irradiation and thermal environments","volume":"29","author":"Alabdullah","year":"2020","journal-title":"Int. J. Damage Mech."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.ijsolstr.2018.01.007","article-title":"Using ultrasonic investigations to develop anisotropic damage models for initially transverse isotropic materials undergoing damage to remain transverse isotropic","volume":"138","year":"2018","journal-title":"Int. J. Solids Struct."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"3168","DOI":"10.1111\/jace.15473","article-title":"A multiscale methodology quantifying the sintering temperature-dependent mechanical properties of oxide matrix composites","volume":"101","author":"Jiang","year":"2018","journal-title":"J. Am. Ceram. Soc."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1080\/17436753.2017.1365998","article-title":"Damage development and lifetime prediction of cross-ply ceramic-matrix composites subjected to cyclic loading at room and elevated temperatures","volume":"117","author":"Longbiao","year":"2018","journal-title":"Adv. Appl. Ceram."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"791","DOI":"10.1016\/j.compstruct.2018.06.091","article-title":"A review of analytical models to describe pull-out behavior\u2013Fiber\/matrix adhesion","volume":"201","author":"Teklal","year":"2018","journal-title":"Compos. Struct."},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1016\/j.compscitech.2014.06.001","article-title":"Mechanical behavior of fibrous ceramics with a bird\u2019s nest structure","volume":"100","author":"Dong","year":"2014","journal-title":"Compos. Sci. Technol."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1016\/j.compositesb.2015.08.057","article-title":"Modeling of fatigue hysteresis loops in C\/SiC composite under multiple loading stress levels","volume":"84","author":"Li","year":"2016","journal-title":"Compos. Part B Eng."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"578","DOI":"10.1016\/j.compstruct.2018.08.001","article-title":"Multiscale modeling of the mechanical properties of Nextel 720 composite fibers","volume":"204","author":"Zamani","year":"2018","journal-title":"Compos. Struct."},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"22036","DOI":"10.1016\/j.ceramint.2018.08.289","article-title":"Fracture toughness of Si3N4 fibers: A combined methodology based on single-edge notch tension and micropillar splitting","volume":"44","author":"Sun","year":"2018","journal-title":"Ceram. Int."},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1080\/17436753.2017.1359444","article-title":"Creep-rupture behavior of notched oxide\/oxide ceramic matrix composite in combustion environment","volume":"117","author":"Singh","year":"2018","journal-title":"Adv. Appl. Ceram."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"2804","DOI":"10.1016\/j.compscitech.2006.02.030","article-title":"Modeling the elastic modulus of 2D woven CVI SiC composites","volume":"66","author":"Morscher","year":"2006","journal-title":"Compos. Sci. Technol."},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"5157","DOI":"10.1111\/jace.15765","article-title":"Temperature-dependent tensile strength model for 2D woven fiber-reinforced ceramic matrix composites","volume":"101","author":"Deng","year":"2018","journal-title":"J. Am. Ceram. Soc."},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"24754","DOI":"10.1016\/j.ceramint.2024.04.212","article-title":"Oxygen permeation mass transfer modeling and onion-like micromechanical modeling to predict the effect of multilayered interface on oxidation resistance and mechanical properties of composites","volume":"50","author":"Ding","year":"2024","journal-title":"Ceram. Int."},{"key":"ref_86","first-page":"e04236","article-title":"Image-based 3D mesoscopic modeling and thermo-mechanical properties prediction of SiC\/SiC composites with different preforms","volume":"22","author":"Zeng","year":"2025","journal-title":"Case Stud. Constr. Mater."},{"key":"ref_87","doi-asserted-by":"crossref","first-page":"1365","DOI":"10.1177\/10567895241302543","article-title":"Finite element modeling of viscoelastic creep behavior and transverse cracking in fiber-reinforced composite materials","volume":"34","author":"Hoshikawa","year":"2025","journal-title":"Int. J. Damage Mech."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"119181","DOI":"10.1016\/j.compstruct.2025.119181","article-title":"A nonlinear data-driven constitutive model for fibre tows to predict in-plane shear behaviour of plain weave CMCs","volume":"365","author":"Du","year":"2025","journal-title":"Compos. Struct."}],"container-title":["Materials"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1996-1944\/19\/2\/414\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T05:29:04Z","timestamp":1769146144000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1996-1944\/19\/2\/414"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1,21]]},"references-count":88,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2026,1]]}},"alternative-id":["ma19020414"],"URL":"https:\/\/doi.org\/10.3390\/ma19020414","relation":{},"ISSN":["1996-1944"],"issn-type":[{"value":"1996-1944","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1,21]]}}}