Python电池数学建模(PyBaMM)

Q1 Social Sciences Journal of Open Research Software Pub Date : 2020-02-06 DOI:10.1149/osf.io/5npy8
V. Sulzer, S. Marquis, R. Timms, Martin Robinson, S. J. Chapman
{"title":"Python电池数学建模(PyBaMM)","authors":"V. Sulzer, S. Marquis, R. Timms, Martin Robinson, S. J. Chapman","doi":"10.1149/osf.io/5npy8","DOIUrl":null,"url":null,"abstract":"As the UK battery modelling community grows, there is a clear need for software that uses modern software engineering techniques to facilitate cross-institutional collaboration and democratise research progress. The Python package PyBaMM aims to provide a flexible platform for implementation and comparison of new models and numerical methods. This is achieved by implementing models as expression trees and processing them in a modular fashion through a pipeline. Comprehensive testing provides robustness to changes and hence eases the implementation of model extensions. PyBaMM is open source and available on GitHub at https://github.com/pybamm-team/PyBaMM.","PeriodicalId":37323,"journal":{"name":"Journal of Open Research Software","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"107","resultStr":"{\"title\":\"Python Battery Mathematical Modelling (PyBaMM)\",\"authors\":\"V. Sulzer, S. Marquis, R. Timms, Martin Robinson, S. J. Chapman\",\"doi\":\"10.1149/osf.io/5npy8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As the UK battery modelling community grows, there is a clear need for software that uses modern software engineering techniques to facilitate cross-institutional collaboration and democratise research progress. The Python package PyBaMM aims to provide a flexible platform for implementation and comparison of new models and numerical methods. This is achieved by implementing models as expression trees and processing them in a modular fashion through a pipeline. Comprehensive testing provides robustness to changes and hence eases the implementation of model extensions. PyBaMM is open source and available on GitHub at https://github.com/pybamm-team/PyBaMM.\",\"PeriodicalId\":37323,\"journal\":{\"name\":\"Journal of Open Research Software\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-02-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"107\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Open Research Software\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1149/osf.io/5npy8\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Open Research Software","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1149/osf.io/5npy8","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Social Sciences","Score":null,"Total":0}
引用次数: 107

摘要

随着英国电池建模社区的发展,显然需要使用现代软件工程技术来促进跨机构合作和民主化研究进展的软件。Python包PyBaMM旨在为新模型和数值方法的实现和比较提供一个灵活的平台。这是通过将模型实现为表达式树,并通过管道以模块化方式对其进行处理来实现的。全面的测试提供了对更改的健壮性,从而简化了模型扩展的实现。PyBaMM是开源的,可在GitHub上获得,网址为https://github.com/pybamm-team/PyBaMM.
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Python Battery Mathematical Modelling (PyBaMM)
As the UK battery modelling community grows, there is a clear need for software that uses modern software engineering techniques to facilitate cross-institutional collaboration and democratise research progress. The Python package PyBaMM aims to provide a flexible platform for implementation and comparison of new models and numerical methods. This is achieved by implementing models as expression trees and processing them in a modular fashion through a pipeline. Comprehensive testing provides robustness to changes and hence eases the implementation of model extensions. PyBaMM is open source and available on GitHub at https://github.com/pybamm-team/PyBaMM.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journal of Open Research Software
Journal of Open Research Software Social Sciences-Library and Information Sciences
CiteScore
6.50
自引率
0.00%
发文量
7
审稿时长
21 weeks
期刊最新文献
Taskfarm: A Client/Server Framework for Supporting Massive Embarrassingly Parallel Workloads GTdownloader: A Python Package to Download, Visualize, and Export Georeferenced Tweets From the Twitter API A NetHack Learning Environment Language Wrapper for Autonomous Agents Automated Discovery of Container Executables Fan-Slicer: A Pycuda Package for Fast Reslicing of Ultrasound Shaped Planes
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1