{"title":"深度学习，解释:基础，可解释性，以及基于过程的建模的桥接性","authors":"S. Razavi","doi":"10.1002/ESSOAR.10506045.1","DOIUrl":null,"url":null,"abstract":"Recent breakthroughs in artificial intelligence (AI), and particularly in deep learning (DL), have created tremendous excitement and opportunities in the earth and environmental sciences communitie...","PeriodicalId":12033,"journal":{"name":"Environ. Model. Softw.","volume":"1 1","pages":"105159"},"PeriodicalIF":0.0000,"publicationDate":"2021-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"55","resultStr":"{\"title\":\"Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling\",\"authors\":\"S. Razavi\",\"doi\":\"10.1002/ESSOAR.10506045.1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Recent breakthroughs in artificial intelligence (AI), and particularly in deep learning (DL), have created tremendous excitement and opportunities in the earth and environmental sciences communitie...\",\"PeriodicalId\":12033,\"journal\":{\"name\":\"Environ. Model. Softw.\",\"volume\":\"1 1\",\"pages\":\"105159\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"55\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environ. Model. Softw.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1002/ESSOAR.10506045.1\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environ. Model. Softw.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1002/ESSOAR.10506045.1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling
Recent breakthroughs in artificial intelligence (AI), and particularly in deep learning (DL), have created tremendous excitement and opportunities in the earth and environmental sciences communitie...
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