{"title":"解析模型在应对流动性挑战中的作用","authors":"Marc Barthelemy","doi":"10.1038/s44333-024-00011-7","DOIUrl":null,"url":null,"abstract":"Mobility is a complex phenomenon encompassing diverse transportation modes, infrastructure elements, and human behaviors. Tackling the persistent challenges of congestion, pollution, and accessibility requires a range of modeling approaches to optimize these systems. While AI offers transformative potential, it should not be the sole solution. Parsimonious models remain crucial in generating innovative concepts and tools and fostering collaborative efforts among researchers, policymakers, and industry stakeholders.","PeriodicalId":501714,"journal":{"name":"npj Sustainable Mobility and Transport","volume":" ","pages":"1-5"},"PeriodicalIF":0.0000,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s44333-024-00011-7.pdf","citationCount":"0","resultStr":"{\"title\":\"The role of parsimonious models in addressing mobility challenges\",\"authors\":\"Marc Barthelemy\",\"doi\":\"10.1038/s44333-024-00011-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Mobility is a complex phenomenon encompassing diverse transportation modes, infrastructure elements, and human behaviors. Tackling the persistent challenges of congestion, pollution, and accessibility requires a range of modeling approaches to optimize these systems. While AI offers transformative potential, it should not be the sole solution. Parsimonious models remain crucial in generating innovative concepts and tools and fostering collaborative efforts among researchers, policymakers, and industry stakeholders.\",\"PeriodicalId\":501714,\"journal\":{\"name\":\"npj Sustainable Mobility and Transport\",\"volume\":\" \",\"pages\":\"1-5\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-11-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.nature.com/articles/s44333-024-00011-7.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"npj Sustainable Mobility and Transport\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.nature.com/articles/s44333-024-00011-7\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"npj Sustainable Mobility and Transport","FirstCategoryId":"1085","ListUrlMain":"https://www.nature.com/articles/s44333-024-00011-7","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The role of parsimonious models in addressing mobility challenges
Mobility is a complex phenomenon encompassing diverse transportation modes, infrastructure elements, and human behaviors. Tackling the persistent challenges of congestion, pollution, and accessibility requires a range of modeling approaches to optimize these systems. While AI offers transformative potential, it should not be the sole solution. Parsimonious models remain crucial in generating innovative concepts and tools and fostering collaborative efforts among researchers, policymakers, and industry stakeholders.
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