{"title":"Input/Output Library for Higher-Order Computational Fluid Dynamics Data","authors":"Rayan Dhib , Vatsalya Sharma , Andrea Lani , Stefaan Poedts","doi":"10.1016/j.softx.2024.101943","DOIUrl":null,"url":null,"abstract":"<div><div>This paper introduces the Computational Fluid Dynamics High-Order Writer Library (CFD-HOWL), which performs I/O operations on solution data from high-order CFD simulations. The library centers around the novel mesh upgrade algorithm, which is coupled with the functionalities of the CGNS file system. Even though the library is in Python, users can readily apply this library <em>as-is</em> by integrating APIs that read their specific data formats. The flexible nature of the library allows for straightforward integration with existing CFD solvers. We integrate CFD-HOWL with the in-house COOLFluiD CFD solver and demonstrate a reduction in I/O operation times. The results show that the CFD-HOWL consistently outperforms other conventional writers, thus addressing a key bottleneck with the higher-order CFD data post-processing.</div></div>","PeriodicalId":21905,"journal":{"name":"SoftwareX","volume":"28 ","pages":"Article 101943"},"PeriodicalIF":2.4000,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"SoftwareX","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352711024003133","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, SOFTWARE ENGINEERING","Score":null,"Total":0}
引用次数: 0
Abstract
This paper introduces the Computational Fluid Dynamics High-Order Writer Library (CFD-HOWL), which performs I/O operations on solution data from high-order CFD simulations. The library centers around the novel mesh upgrade algorithm, which is coupled with the functionalities of the CGNS file system. Even though the library is in Python, users can readily apply this library as-is by integrating APIs that read their specific data formats. The flexible nature of the library allows for straightforward integration with existing CFD solvers. We integrate CFD-HOWL with the in-house COOLFluiD CFD solver and demonstrate a reduction in I/O operation times. The results show that the CFD-HOWL consistently outperforms other conventional writers, thus addressing a key bottleneck with the higher-order CFD data post-processing.
期刊介绍:
SoftwareX aims to acknowledge the impact of software on today''s research practice, and on new scientific discoveries in almost all research domains. SoftwareX also aims to stress the importance of the software developers who are, in part, responsible for this impact. To this end, SoftwareX aims to support publication of research software in such a way that: The software is given a stamp of scientific relevance, and provided with a peer-reviewed recognition of scientific impact; The software developers are given the credits they deserve; The software is citable, allowing traditional metrics of scientific excellence to apply; The academic career paths of software developers are supported rather than hindered; The software is publicly available for inspection, validation, and re-use. Above all, SoftwareX aims to inform researchers about software applications, tools and libraries with a (proven) potential to impact the process of scientific discovery in various domains. The journal is multidisciplinary and accepts submissions from within and across subject domains such as those represented within the broad thematic areas below: Mathematical and Physical Sciences; Environmental Sciences; Medical and Biological Sciences; Humanities, Arts and Social Sciences. Originating from these broad thematic areas, the journal also welcomes submissions of software that works in cross cutting thematic areas, such as citizen science, cybersecurity, digital economy, energy, global resource stewardship, health and wellbeing, etcetera. SoftwareX specifically aims to accept submissions representing domain-independent software that may impact more than one research domain.