{"title":"基于长短期记忆神经网络的边坡多台阶开挖位移预测代用模型:适用于小样本数据和多特征多任务学习","authors":"Yue Dai, W. Dai, Jiawei Xie","doi":"10.1080/17499518.2024.2356543","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":508895,"journal":{"name":"Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards","volume":"7 4","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Slope multi-step excavation displacement prediction surrogate model based on a long short-term memory neural network: for small sample data and multi-feature multi-task learning\",\"authors\":\"Yue Dai, W. Dai, Jiawei Xie\",\"doi\":\"10.1080/17499518.2024.2356543\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":508895,\"journal\":{\"name\":\"Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards\",\"volume\":\"7 4\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-06-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/17499518.2024.2356543\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/17499518.2024.2356543","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Slope multi-step excavation displacement prediction surrogate model based on a long short-term memory neural network: for small sample data and multi-feature multi-task learning