笔记本文章:走向非线性科学的变革性出版体验
Notebook articles: towards a transformative publishing experience in nonlinear science
摘要:
开放科学、可复制研究、可发现、可解释、可互操作和可重用(FAIR)数据原则是科学传播的长期目标。然而,这些原则的实施要求重新检查我们的传播手段。在我们看来,我们讨论和倡导,在非线性科学的背景下,笔记本文章是如何通过全面拥抱云计算解决方案来实现这一目标的重要一步。笔记本文章作为学者文章提供了一种替代的,有效的和更道德的方式来传播研究通过其多功能的环境。这种格式邀请读者深入研究报告。通过笔记本文章的交互性,即使对于非专家读者,研究结果(例如公式和图形)也是可重复的。守则和方法以透明的方式提供给感兴趣的读者。这些方法可以重复使用,并适用于回答相关主题中的其他问题。这些代码在云计算服务上运行,即使是低收入国家和研究团体也可以轻松访问。这种环境的多样性为利益相关者-从研究人员到出版商-提供了以创新方式传播研究成果的机会。
英文摘要:
Open Science, Reproducible Research, Findable, Accessible, Interoperable and Reusable (FAIR) data principles are long term goals for scientific dissemination. However, the implementation of these principles calls for a reinspection of our means of dissemination. In our viewpoint, we discuss and advocate, in the context of nonlinear science, how a notebook article represents an essential step toward this objective by fully embracing cloud computing solutions. Notebook articles as scholar articles offer an alternative, efficient and more ethical way to disseminate research through their versatile environment. This format invites the readers to delve deeper into the reported research. Through the interactivity of the notebook articles, research results such as for instance equations and figures are reproducible even for non-expert readers. The codes and methods are available, in a transparent manner, to interested readers. The methods can be reused and adapted to answer additional questions in related topics. The codes run on cloud computing services, which provide easy access, even to low-income countries and research groups. The versatility of this environment provides the stakeholders - from the researchers to the publishers - with opportunities to disseminate the research results in innovative ways.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。