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Managing and growing a successful cyberinfrastructure such as nanoHUB.org presents a variety of opportunities and challenges, particularly in regard to software. This position paper details a number of those issues and how we have…

Software Engineering · Computer Science 2013-09-12 Lynn Zentner , Michael Zentner , Victoria Farnsworth , Michael McLennan , Krishna Madhavan , Gerhard Klimeck

Creation of the information systems and tools for scientific research and development support has always been one of the central directions of the development of computer science. The main features of the modern evolution of scientific…

Artificial Intelligence · Computer Science 2018-02-22 O. V. Palagin , K. S. Malakhov , V. Yu. Velichko , O. S. Shurov

Writing complex computer programs to study scientific problems requires careful planning and an in-depth knowledge of programming languages and tools. In this chapter the importance of using the right tool for the right problem is…

Computational Physics · Physics 2010-06-17 Helmut G. Katzgraber

Software firms participate in an ecosystem as a part of their innovation strategy to extend value creation beyond the firms boundary. Participation in an open and independent environment also implies the competition among firms with similar…

Computers and Society · Computer Science 2017-12-05 Anh Nguyen Duc , Daniela S. Cruzes , Geir K. Hanssen , Terje Snarby , Pekka Abrahamsson

Science and engineering have requests for a wide variety of programs, but I think that all of them can be divided between two groups. Programs of the first group deal with the well known situations and, by using well known equations, give…

Human-Computer Interaction · Computer Science 2019-05-24 Sergey Andreyev

Scientific code is not production software. Scientific code participates in the evaluation of a scientific hypothesis. This imposes specific constraints on the code that are often overlooked in practice. We articulate, with a small example,…

General Literature · Computer Science 2019-04-25 Fabien Benureau , Nicolas Rougier

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…

Software Engineering · Computer Science 2025-02-25 Gabrielle O'Brien

Software engineering is the invisible infrastructure of the digital age. Every breakthrough in artificial intelligence, quantum computing, photonics, and cybersecurity relies on advances in software engineering, yet the field is too often…

We describe an ecosystem for teaching data science (DS) to engineers which blends theory, methods, and applications, developed at the Faculty of Physical and Mathematical Sciences, Universidad de Chile, over the last three years. This…

Computers and Society · Computer Science 2021-05-12 Felipe Tobar , Felipe Bravo-Marquez , Jocelyn Dunstan , Joaquin Fontbona , Alejandro Maass , Daniel Remenik , Jorge F. Silva

In the search for a sustainable approach for software ecosystems that supports experimental and observational science (EOS) across Oak Ridge National Laboratory (ORNL), we conducted a survey to understand the current and future landscape of…

Software Engineering · Computer Science 2022-09-07 David E Bernholdt , Mathieu Doucet , William F Godoy , Addi Malviya-Thakur , Gregory R Watson

Background: Sustainable software engineering (SSE) means creating software in a way that meets present needs without undermining our collective capacity to meet our future needs. It is typically conceptualized as several intersecting…

Software Engineering · Computer Science 2024-04-02 Sean McGuire , Erin Shultz , Bimpe Ayoola , Paul Ralph

This article summarizes motivations, organization, and activities of the Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE5.1) held in Manchester, UK in September 2017. The WSSSPE series promotes sustainable…

Software Engineering · Computer Science 2019-09-13 Daniel S. Katz , Stephan Druskat , Robert Haines , Caroline Jay , Alexander Struck

This report records and discusses the Third Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE3). The report includes a description of the keynote presentation of the workshop, which served as an overview of…

Open source software ecosystems are composed of a variety of stakeholders including but not limited to non-profit organizations, volunteer contributors, users, and corporations. The needs and motivations of these stakeholders are often…

We introduce a newly designed undergraduate-level interdisciplinary course in scientific computing that aims to prepare students as the next generation of research-oriented computational scientists and engineers. The course offers students…

Physics Education · Physics 2022-04-05 Tulin Kaman , Rouben Rostamian , Shannon W. Dingman

This position paper is aimed at providing some history and provocations for the use of an ecological metaphor to describe software development environments. We do not claim that the ecological metaphor is the best or only way of looking at…

Software Engineering · Computer Science 2013-09-10 Nicholas Weber , Andrea Thomer , Michael Twidale

The Better Scientific Software Fellowship (BSSwF) was launched in 2018 to foster and promote practices, processes, and tools to improve developer productivity and software sustainability of scientific codes. BSSwF's vision is to grow the…

Complex software systems are among most sophisticated human-made systems, yet only little is known about the actual structure of 'good' software. We here study different software systems developed in Java from the perspective of network…

Social and Information Networks · Computer Science 2013-05-24 Lovro Šubelj , Marko Bajec

Much research that analyzes the evolution of a software ecosystem is confined to its own boundaries. Evidence shows, however, that software ecosystems co-evolve independently with other software ecosystems. In other words, understanding the…

Software Engineering · Computer Science 2018-08-22 José Apolinário Teixeira , Sami Hyrynsalmi

In large-scale projects operated in regulated environments, standard development processes are employed to meet strict compliance demands. Since such processes are usually complex, providing process users with access to their required…

Software Engineering · Computer Science 2025-02-18 Oliver Greulich , Christoph Knieke , Bassel Rafie , Andreas Rausch , Marco Kuhrmann