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Development of scientific and engineering software is usually different and could be more challenging than the development of conventional enterprise software. The authors were involved in a technology-transfer project between academia and…

软件工程 · 计算机科学 2020-03-03 Vahid Garousi , Ehsan Abbasi , Bedir Tekinerdogan

Science depends heavily on reliable and easy-to-use software packages, such as mathematical libraries or data analysis tools. Developing such packages requires a lot of effort, which is too often avoided due to the lack of funding or…

数学软件 · 计算机科学 2020-03-27 Michael Riesch , Tien Dat Nguyen , Christian Jirauschek

Workflows are critical for scientific discovery. However, the sophistication, heterogeneity, and scale of workflows make building, testing, and optimizing them increasingly challenging. Furthermore, their complexity and heterogeneity make…

分布式、并行与集群计算 · 计算机科学 2024-03-28 Ozgur Ozan Kilic , Tianle Wang , Matteo Turilli , Mikhail Titov , Andre Merzky , Line Pouchard , Shantenu Jha

Modern science is relying on software more than ever. The behavior and outcomes of this software shape the scientific and public discourse on important topics like climate change, economic growth, or the spread of infections. Most…

软件工程 · 计算机科学 2025-01-09 Adrian Bajraktari , Michelle Binder , Andreas Vogelsang

With the advent of open source software, a veritable treasure trove of previously proprietary software development data was made available. This opened the field of empirical software engineering research to anyone in academia. Data that is…

软件工程 · 计算机科学 2022-04-19 Adam Tutko , Austin Z. Henley , Audris Mockus

This paper proposes a procedure to execute external source codes from a LaTeX document and include the calculation outputs in the resulting Portable Document Format (pdf) file automatically. It integrates programming tools into the LaTeX…

软件工程 · 计算机科学 2021-06-29 Haim Bar , HaiYing Wang

The process of creating working software from source code and other components (like libraries, database files, etc.) is called "software build". Apart from linking and compiling, it can include other steps like automated testing, static…

软件工程 · 计算机科学 2013-05-22 Marcin Kawalerowicz

Software security has been an important research topic over the years. The community has proposed processes and tools for secure software development and security analysis. However, a significant number of vulnerabilities remains in…

软件工程 · 计算机科学 2024-06-07 Steven Arzt , Linda Schreiber , Dominik Appelt

Although many research vehicle platforms for autonomous driving have been built in the past, hardware design, source code and lessons learned have not been made available for the next generation of demonstrators. This raises the efforts for…

The development process of scientific applications is largely dependent on scientific progress and the experimental research results. Thus, dealing with frequent changes is one of the main problems faced by the developers of scientific…

软件工程 · 计算机科学 2014-05-09 Bojana Koteska , Anastas Misev

Programming is ubiquitous in applied biostatistics; adopting software engineering skills will help biostatisticians do a better job. To explain this, we start by highlighting key challenges for software development and application in…

We propose a Makefile for developing containerized $\LaTeX$ technical documents. The Makefile allows the author to execute the code that generates variables, tables and figures (results), which are then used during the $\LaTeX$ compilation,…

软件工程 · 计算机科学 2023-11-14 Paschalis Bizopoulos

The trend toward open science increases the pressure on authors to provide access to the source code and data they used to compute the results reported in their scientific papers. Since sharing materials reproducibly is challenging, several…

数字图书馆 · 计算机科学 2020-07-15 Markus Konkol , Daniel Nüst , Laura Goulier

Scientists across disciplines write code for critical activities like data collection and generation, statistical modeling, and visualization. As large language models that can generate code have become widely available, scientists may…

软件工程 · 计算机科学 2025-02-25 Gabrielle O'Brien

With the increasing amount of data and use of computation in science, software has become an important component in many different domains. Computing is now being used more often and in more aspects of scientific work including data…

软件工程 · 计算机科学 2013-12-17 David Koop , Juliana Freire , Claudio T. Silva

Navigating the diverse solution spaces of non-trivial software engineering tasks requires a combination of technical knowledge, problem-solving skills, and creativity. With multiple possible solutions available, each with its own set of…

软件工程 · 计算机科学 2023-01-31 Christoph Treude

Software developers reuse third-party packages that are hosted in package registries. At build time, a package manager resolves and fetches the direct and indirect dependencies of a project. Most package managers also generate a lockfile,…

软件工程 · 计算机科学 2026-04-03 Yogya Gamage , Deepika Tiwari , Martin Monperrus , Benoit Baudry

For many decades, formal methods are considered to be the way forward to help the software industry to make more reliable and trustworthy software. However, despite this strong belief and many individual success stories, no real change in…

软件工程 · 计算机科学 2024-02-14 Marieke Huisman , Dilian Gurov , Alexander Malkis

In recent years, the research community has raised serious questions about the reproducibility of scientific work. In particular, since many studies include some kind of computing work, reproducibility is also a technological challenge, not…

软件工程 · 计算机科学 2023-08-03 Lázaro Costa , Susana Barbosa , Jácome Cunha

The development of scientific software is often a partnership between domain scientists and scientific software engineers. It is especially important to embrace these collaborations when developing advanced scientific software, where…

软件工程 · 计算机科学 2014-07-23 Marcus D. Hanwell , Patrick O'Leary , Bob O'Bara