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This article offers a short guide to the steps scientists can take to ensure that their data and associated analyses continue to be of value and to be recognized. In just the past few years, hundreds of scholarly papers and reports have…

Computational methods and associated software implementations are central to every field of scientific investigation. Modern biological research, particularly within systems biology, has relied heavily on the development of software tools…

Computers and Society · Computer Science 2025-03-07 Kit Gallagher , Richard Creswell , Ben Lambert , Martin Robinson , Chon Lok Lei , Gary R. Mirams , David J. Gavaghan

Scientists spend an increasing amount of time building and using software. However, most scientists are never taught how to do this efficiently. As a result, many are unaware of tools and practices that would allow them to write more…

Teaching data science presents unique challenges and opportunities that cannot be fully addressed by simply borrowing pedagogical strategies from its parent disciplines of statistics and computer science. Here, we present ten simple rules…

Other Statistics · Statistics 2026-02-04 Tiffany A. Timbers , Mine Çetinkaya-Rundel

Scientific writing is an important skill for a career as a professional astrophysicist. Very few researchers, however, receive any formal training in how to write scientific research papers of high quality in an efficient manner. This paper…

Instrumentation and Methods for Astrophysics · Physics 2022-10-14 Nushkia Chamba , Johan H. Knapen , Diane Black

This paper is a faithful description of the author's career as a scientist, which often intersected that of Yves Couder. The emphasis of this paper is a true description of how the science that the author has been associated with really…

History and Philosophy of Physics · Physics 2020-10-07 Jay Fineberg

A non-native English speaking physics professor formulates obvious yet useful rules for writing research papers.

Physics Education · Physics 2016-07-11 D. Budker

Conferences are a mainstay of most scientific disciplines, where scientists of all career stages come together to share cutting-edge ideas and approaches. If you do research, chances are you will attend one or more of these meetings in your…

Digital Libraries · Computer Science 2021-09-15 Elizabeth Leininger , Kelly Shaw , Niema Moshiri , Kelly Neiles , Getiria Onsongo , Anna Ritz

Over the past several years, the authors have served as teachers, qualified scientists, mentors, and/or parents on dozens of science projects. These projects ranged from elementary school projects that can be completed in a weekend to high…

Physics Education · Physics 2016-12-30 Amy Courtney , Michael Courtney

Computational biologists are frequently engaged in collaborative data analysis with wet lab researchers. These interdisciplinary projects, as necessary as they are to the scientific endeavour, can be surprisingly challenging due to cultural…

An introduction into techniques that lead to effective communication techniques of scientific concepts to general audiences.

Popular Physics · Physics 2026-01-26 Donald W. Lincoln

Scientists as diplomats (historical examples). Scientists as advisors to governments and the public. Nongovernmental organisations and international conferences on security questions, initiated by scientists and based on their professional…

Physics and Society · Physics 2007-05-23 Klaus L. Gottstein

This article is intended as a guide for new graduate students in the field of computational science. With the increasing influx of students from diverse backgrounds joining the ever-popular field, this short guide aims to help students…

Although data science builds on knowledge from computer science, mathematics, statistics, and other disciplines, data science is a unique field with many mysteries to unlock: challenging scientific questions and pressing questions of…

Computers and Society · Computer Science 2020-02-14 Jeannette M. Wing

A novel method is proposed to monitor and record scientists' working timetable. We record the downloads information of scientific papers real-timely from Springer round the clock, and try to explore scientists' working habits. As our…

Digital Libraries · Computer Science 2012-08-15 Xianwen Wang , Shenmeng Xu , Lian Peng , Zhi Wang , Chuanli Wang , Chunbo Zhang , Xianbing Wang

What science does, what science could do, and how to make science work? If we want to know the answers to these questions, we need to be able to uncover the mechanisms of science, going beyond metrics that are easily collectible and…

Physics and Society · Physics 2022-04-12 Lingfei Wu , Aniket Kittur , Hyejin Youn , Staša Milojević , Erin Leahey , Stephen M. Fiore , Yong Yeol Ahn

In our previous study (Wang et al., 2012), we analyzed scientists' working timetable of 3 countries, using realtime downloading data of scientific literatures. In this paper, we make a through analysis about global scientists' working…

Digital Libraries · Computer Science 2013-10-23 Xianwen Wang , Lian Peng , Chunbo Zhang , Shenmeng Xu , Zhi Wang , Chuanli Wang , Xianbing Wang

Scientific software often presents very particular requirements regarding usability, which is often completely overlooked in this setting. As computational science has emerged as its own discipline, distinct from theoretical and…

Human-Computer Interaction · Computer Science 2017-09-05 Francisco Queiroz , Raniere Silva , Jonah Miller , Sandor Brockhauser , Hans Fangohr

The field of artificial intelligence has seen explosive growth and exponential success. The last phase of development showcased deep learnings ability to solve a variety of difficult problems across a multitude of domains. Many of these…

Artificial Intelligence · Computer Science 2022-10-19 Ananta Nair , Farnoush Banaei-Kashani

In this article we wish to provide a common set of best practice approaches that should be considered for all effective research grant proposal reviews. The federal government performs a critical role in American competitiveness and…

Physics and Society · Physics 2015-11-25 Ilana Harrus
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