PSI - Issue 64

Manish Prasad et al. / Procedia Structural Integrity 64 (2024) 1524–1531 Manish Prasad / Structural Integrity Procedia 00 (2019) 000 – 000

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Berthold, M. R., Borgelt, C., Höppner, F., & Klawonn, F. (2010). Guide to Intelligent Data Analysis . Springer London. Breiman, L. (2001). Random forests. Machine Learning , 45 (1), 5 – 32. Chen, T., & Guestrin, C. (2016). XGBoost: A scalable tree boosting system. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 13-17-August-2016 , 785 – 794. Comite Euro-International Du Beton. (1993). CEB-FIP Mode Code 1990 . Cunningham, P., & Delany, S. J. (2021). K-Nearest Neighbour Classifiers-A Tutorial. In ACM Computing Surveys (Vol. 54, Issue 6). Association for Computing Machinery. De Amorim, L. B. V., Cavalcanti, G. D. C., & Cruz, R. M. O. (2022). The choice of scaling technique matters for classification performance . EN 1992-1-1: Eurocode 2. (2004). EN 1992-1-1: Eurocode 2: Design of concrete structures - Part 1-1: General rules and rules for buildings . fib. (2019). Externally applied FRP reinforcement for concrete structures (Issue May). Gao, B., Leung, C. K. Y., & Kim, J. K. (2005). Prediction of concrete cover separation failure for RC beams strengthened with CFRP strips. Engineering Structures , 27 (2), 177 – 189. James, G. (Gareth M., Witten, D., Hastie, T., & Tibshirani, R. (2013). An introduction to statistical learning: with applications in R . Springer. Jansze W. (1997). Strengthening of RC Members in Bending by Externally Bonded Steel Plates. Delft University of Technology. Kani, G. N. J. (1964). The Riddle of Shear Failure and Its Solution. ACI Journal Proceedings , 64 (4). Kim, W., & White, R. N. (1991). Initiation of Shear Cracking in Reinforced Concrete Beams with No Web Reinforcement. Liashchynskyi, P., & Liashchynskyi, P. (2019). Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS. http://arxiv.org/abs/1912.06059 Oehlers, D. J. (1993). Reinforced Concrete Beams with Plates Glued to Their Soffits. 118 (8), 2023 – 2038. Oehlers, D. J., & Moran, J. P. (1990). Premature Failure of Externally Plated Reinforced Concrete Beams. Journal of Structural Engineering , 116 , 978 – 995. Rahimi, H., & Hutchinson, A. (2001). Concrete Beams Strengthened with Externally Bonded FRP Plates. In Journal of Composites For Construction . Raoof, M., & Hassanen, M. A. H. (2000). Peeling failure of reinforced concrete beams with fibre-reinforced plastic or steel plates glued to their soffits. In Proceedings of the Institution of Civil Engineers: Structures and Buildings (Vol. 140, Issue 3). Saadatrnanesh, H., & Malek, A. M. (1998). Design Guidelines for Flexural Strengthening of RC Beams with FRP Plates. Journal of Composites for Construction , 2 (4), 158 – 164. Smith, S. T., & Teng, J. G. (2002a). FRP-strengthened RC beams. I: Review of debonding strength models. In Engineering Structures (Vol. 24). Smith, S. T., & Teng, J. G. (2002b). FRP-strengthened RC beams. II: assessment of debonding strength models. Engineering Structures , 24 (4), 397 – 417. Tumialan, G., Serra, P., Nanni, A., & Belarbi, A. (1999). Concrete Cover Delamination in Reinforced Concrete Beams Strengthened with Carbon Fiber Reinforced Polymer Sheets. Symposium Paper , 188 , 725 – 736. Vapkin, V. N. (1995). The Nature of Statistical Learning Theory (2nd ed.). AT&T Bell Laboratories, Holmdel, USA. Varastehpour, H., & Hamelin, P. (1997). Strengthening of concrete beams using fiber-reinforced plastics. Mat. Struct. 30, 160 – 166 (1997) Wang, C., Zou, X., Sneed, L. H., Zhang, F., Zheng, K., Xu, H., & Li, G. (2023). Shear strength prediction of FRP-strengthened concrete beams using interpretable machine learning. Construction and Building Materials , 407 . Zhang, D., Ueda, T., & Furuuchi, H. (2012). A design proposal for concrete cover separation in beams strengthened by various externally bonded tension reinforcements. Journal of Advanced Concrete Technology , 10 (9), 285 – 300. Zhang, F., Wang, C., Liu, J., Zou, X., Sneed, L. H., Bao, Y., & Wang, L. (2023). Prediction of FRP-concrete interfacial bond strength based on machine learning. Engineering Structures , 274 , 115156. Ziraba, Y. N., Baluch, M. H., Basunbul, I. A., Sharif, A. M., Azad, A. K., & Al-Sulaimani, G. J. (1994). Guidelines toward the Design of Reinforced Concrete Beams with External Plates. ACI Structural Journal , 91 (6), 639 – 646.