Performance prediction and behavioral simulation of carbon fiber reinforced materials in structural engineering

[1] Hassoun, M. N., & Al-Manaseer, A. (2020). Structural concrete: theory and design. John wiley & sons. Search in Google Scholar

[2] Menna, C., Mata-Falcón, J., Bos, F. P., Vantyghem, G., Ferrara, L., Asprone, D., ... & Kaufmann, W. (2020). Opportunities and challenges for structural engineering of digitally fabricated concrete. Cement and Concrete Research, 133, 106079. Search in Google Scholar

[3] Mindess, S. (Ed.). (2019). Developments in the Formulation and Reinforcement of Concrete. Woodhead Publishing. Search in Google Scholar

[4] Muthukumarana, T. V., Arachchi, M. A. V. H. M., Somarathna, H. M. C. C., & Raman, S. N. (2023). A review on the variation of mechanical properties of carbon fibre-reinforced concrete. Construction and Building Materials, 366, 130173. Search in Google Scholar

[5] Kromoser, B., Preinstorfer, P., & Kollegger, J. (2019). Building lightweight structures with carbon‐fiber‐ reinforced polymer‐reinforced ultra‐high‐performance concrete: Research approach, construction materials, and conceptual design of three building components. Structural Concrete, 20(2), 730-744. Search in Google Scholar

[6] Kormanikova, E., Zmindak, M., Novak, P., & Sabol, P. (2021). Tensile properties of carbon fiber reinforced polymer matrix composites: Application for the strengthening of reinforced concrete structure. Composite Structures, 275, 114448. Search in Google Scholar

[7] Tan, W., & Liu, B. (2020). A physically-based constitutive model for the shear-dominated response and strain rate effect of carbon fibre reinforced composites. Composites Part B: Engineering, 193, 108032. Search in Google Scholar

[8] Pawlak, A. M., Górny, T., Dopierała, Ł., & Paczos, P. (2022). The use of CFRP for structural reinforcement—literature review. Metals, 12(9), 1470. Search in Google Scholar

[9] Frhaan, W. K. M., Abu Bakar, B. H., Hilal, N., & Al-Hadithi, A. I. (2021). CFRP for strengthening and repairing reinforced concrete: A review. Innovative Infrastructure Solutions, 6, 1-13. Search in Google Scholar

[10] Stoiber, N., Hammerl, M., & Kromoser, B. (2021). Cradle-to-gate life cycle assessment of CFRP reinforcement for concrete structures: Calculation basis and exemplary application. Journal of Cleaner Production, 280, 124300. Search in Google Scholar

[11] Zhang, Z., Shi, J., Yu, T., Santomauro, A., Gordon, A., Gou, J., & Wu, D. (2020). Predicting flexural strength of additively manufactured continuous carbon fiber-reinforced polymer composites using machine learning. Journal of Computing and Information Science in Engineering, 20(6), 061015. Search in Google Scholar

[12] Monticeli, F. M., Neves, R. M., Ornaghi Jr, H. L., & Almeida Jr, J. H. S. (2022). Prediction of bending properties for 3D-printed carbon fibre/epoxy composites with several processing parameters using ANN and statistical methods. Polymers, 14(17), 3668. Search in Google Scholar

[13] Golkarnarenji, G., Naebe, M., Badii, K., Milani, A. S., Jazar, R. N., & Khayyam, H. (2019). A machine learning case study with limited data for prediction of carbon fiber mechanical properties. Computers in Industry, 105, 123-132. Search in Google Scholar

[14] Shi, Y., Pinna, C., & Soutis, C. (2020). Impact damage characteristics of carbon fibre metal laminates: experiments and simulation. Applied Composite Materials, 27, 511-531. Search in Google Scholar

[15] Alsuhaibani, E., Yazdani, N., & Beneberu, E. (2022). Durability and long-term performance prediction of carbon fiber reinforced polymer laminates. Polymers, 14(15), 3207. Search in Google Scholar

[16] Li, A., Mao, Q., Li, J., Li, Y., Li, X., Huang, J., ... & Zhang, C. (2024). Review on methodologies of fatigue property prediction for carbon fiber reinforced polymer. Composites Part B: Engineering, 111659. Search in Google Scholar

[17] Qi, Z., Zhang, N., Liu, Y., & Chen, W. (2019). Prediction of mechanical properties of carbon fiber based on cross-scale FEM and machine learning. Composite Structures, 212, 199-206. Search in Google Scholar

[18] Omer, R., Mali, H. S., & Singh, S. K. (2020). Tensile performance of additively manufactured short carbon fibre-PLA composites: neural networking and GA for prediction and optimisation. Plastics, Rubber and Composites, 49(6), 271-280. Search in Google Scholar

[19] Batuwitage, C., Fawzia, S., Thambiratnam, D., Liu, X., Al-Mahaidi, R., & Elchalakani, M. (2018). Impact behaviour of carbon fibre reinforced polymer (CFRP) strengthened square hollow steel tubes: A numerical simulation. Thin-Walled Structures, 131, 245-257. Search in Google Scholar

[20] Xu, R., Huang, Y., Lin, Y., Bai, B., & Huang, T. (2017). In-plane flexural behaviour and failure prediction of carbon fibre-reinforced aluminium laminates. Journal of reinforced plastics and composites, 36(18), 1384-1399. Search in Google Scholar

[21] Lin, Y., Huang, Y., Huang, T., Liao, B., Zhang, D., & Li, C. (2019). Characterization of progressive damage behaviour and failure mechanisms of carbon fibre reinforced aluminium laminates under three-point bending. Thin-Walled Structures, 135, 494-506. Search in Google Scholar

[22] Sencu, R. M., Yang, Z., Wang, Y. C., Withers, P. J., & Soutis, C. (2020). Multiscale image-based modelling of damage and fracture in carbon fibre reinforced polymer composites. Composites Science and Technology, 198, 108243. Search in Google Scholar

[23] Chao Gao, Chunjian Mao, Xiwu Xu & Chao Zhang. (2024). A novel rapid generation algorithm for Representative Volume Element (RVE) in composite materials considering pore geometrical parameters. Composites Communications101898-. Search in Google Scholar

[24] Chenhao Ji,Yunong Zhai, Dongsheng Li & Hao Qu. (2024). Transverse failure prediction of unidirectional carbon fiber reinforced polymer composites subjected to uniaxial and biaxial loading by stress-triaxiality-dependent computational micromechanics. Composite Structures118359-118359. Search in Google Scholar

[25] Saulo Orizaga, Gilberto González Parra, Logan Forman & Jesus Villegas Villanueva. (2025). Solving Allen-Cahn equations with periodic and nonperiodic boundary conditions using mimetic finite-difference operators. Applied Mathematics and Computation128993-128993. Search in Google Scholar

[26] Chen Xiangming, Sun Xiasheng, Chen Puhui, Wang Binwen, Gu Jiefei, Wang Wenzhi... & Zhao Yueran. (2021). Rationalized improvement of Tsai–Wu failure criterion considering different failure modes of composite materials. Composite Structures113120-. Search in Google Scholar