{"title":"使用 CatBoost 算法评估钢套型海上平台的抗震可靠性和特征重要性","authors":"Hamed Rahman Shokrgozar, Ali Rashid","doi":"10.1080/17445302.2024.2397852","DOIUrl":null,"url":null,"abstract":"Predicting the vulnerability and failure probability of steel jacket-type offshore platforms (SJTOPs) during earthquakes is challenging due to uncertainties in structural, soil and loading paramete...","PeriodicalId":21742,"journal":{"name":"Ships and Offshore Structures","volume":null,"pages":null},"PeriodicalIF":1.7000,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessing seismic reliability & feature importance of steel jacket type offshore platforms using CatBoost algorithm\",\"authors\":\"Hamed Rahman Shokrgozar, Ali Rashid\",\"doi\":\"10.1080/17445302.2024.2397852\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Predicting the vulnerability and failure probability of steel jacket-type offshore platforms (SJTOPs) during earthquakes is challenging due to uncertainties in structural, soil and loading paramete...\",\"PeriodicalId\":21742,\"journal\":{\"name\":\"Ships and Offshore Structures\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2024-09-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ships and Offshore Structures\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1080/17445302.2024.2397852\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, MARINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ships and Offshore Structures","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/17445302.2024.2397852","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, MARINE","Score":null,"Total":0}
Assessing seismic reliability & feature importance of steel jacket type offshore platforms using CatBoost algorithm
Predicting the vulnerability and failure probability of steel jacket-type offshore platforms (SJTOPs) during earthquakes is challenging due to uncertainties in structural, soil and loading paramete...
期刊介绍：
Ships and Offshore Structures is an international, peer-reviewed journal which provides an authoritative forum for publication and discussion of recent advances and future trends in all aspects of technology across the maritime industry.
The Journal covers the entire range of issues and technologies related to both ships (including merchant ships, war ships, polar ships etc.) and offshore structures (floating and fixed offshore platforms, offshore infrastructures, underwater vehicles etc.) with a strong emphasis on practical design, construction and operation.
Papers of interest to Ships and Offshore Structures will thus be broad-ranging, and will include contributions concerned with principles, theoretical/numerical modelling, model/prototype testing, applications, case studies and operational records, which may take advantage of computer-aided methodologies, and information and digital technologies. Whilst existing journals deal with technologies as related to specific topics, Ships and Offshore Structures provides a systematic approach to individual technologies, to more efficiently and accurately characterize the functioning of entire systems.
The Journal is intended to bridge the gap between theoretical developments and practical applications for the benefit of academic researchers and practising engineers, as well as those working in related governmental, public policy and regulatory bodies.
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