├── Shear_Wall_Database.xlsx ├── catboost_info ├── learn │ └── events.out.tfevents ├── time_left.tsv ├── learn_error.tsv └── catboost_training.json └── README.md /Shear_Wall_Database.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sujithmangalathu/Shear-Wall-Failure-Mode/HEAD/Shear_Wall_Database.xlsx -------------------------------------------------------------------------------- /catboost_info/learn/events.out.tfevents: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sujithmangalathu/Shear-Wall-Failure-Mode/HEAD/catboost_info/learn/events.out.tfevents -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Shear-Wall-Failure-Mode 2 | Reinforced concrete (RC) walls are one of the most critical structural members in buildings to carry lateral loadings. Despite its importance, recent experimental studies and earthquake reconnaissance have highlighted the insufficient safety margins of shear walls. The lack of mechanics and empirical models prevents the rapid failure mode identification of exisiting shear walls. To this extend, this work assembles a comprehensive database consisting of 393 experimental results of various geometric configurations. Eight machine learning models such as Naïve Bayes, K-Nearest Neighbors, Decision Tree, Random Forest, ADABOOST, XGBOOST, and Light GBM, and Cat BOOST are explored in this study to establish the best prediction model 3 | 4 | Detailed reference: 5 | 6 | Mangalathu, S., Jang, H., Hwang, S-H., , Jeon, J-S., "Data-driven Machine Learning based Seismic Failure Mode Identification of Reinforced Concrete Shear Walls", Engineering Structures (https://doi.org/10.1016/j.engstruct.2020.110331) 7 | -------------------------------------------------------------------------------- /catboost_info/time_left.tsv: -------------------------------------------------------------------------------- 1 | iter Passed Remaining 2 | 0 147 147479 3 | 1 233 116685 4 | 2 315 104881 5 | 3 395 98458 6 | 4 494 98459 7 | 5 596 98746 8 | 6 676 96019 9 | 7 767 95194 10 | 8 861 94897 11 | 9 975 96615 12 | 10 1064 95674 13 | 11 1126 92721 14 | 12 1216 92375 15 | 13 1322 93151 16 | 14 1417 93085 17 | 15 1509 92811 18 | 16 1603 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890 78449 9597 893 | 891 78538 9509 894 | 892 78632 9421 895 | 893 78734 9335 896 | 894 78817 9246 897 | 895 78918 9160 898 | 896 79019 9073 899 | 897 79109 8985 900 | 898 79193 8897 901 | 899 79286 8809 902 | 900 79382 8722 903 | 901 79476 8634 904 | 902 79570 8547 905 | 903 79659 8459 906 | 904 79756 8372 907 | 905 79845 8284 908 | 906 79934 8196 909 | 907 80025 8108 910 | 908 80114 8020 911 | 909 80210 7932 912 | 910 80299 7844 913 | 911 80397 7757 914 | 912 80502 7671 915 | 913 80593 7583 916 | 914 80688 7495 917 | 915 80784 7408 918 | 916 80876 7320 919 | 917 80965 7232 920 | 918 81057 7144 921 | 919 81156 7057 922 | 920 81217 6966 923 | 921 81284 6876 924 | 922 81374 6788 925 | 923 81482 6702 926 | 924 81566 6613 927 | 925 81664 6526 928 | 926 81765 6438 929 | 927 81841 6349 930 | 928 81940 6262 931 | 929 82008 6172 932 | 930 82078 6083 933 | 931 82170 5995 934 | 932 82258 5907 935 | 933 82350 5819 936 | 934 82445 5731 937 | 935 82548 5644 938 | 936 82640 5556 939 | 937 82730 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