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Research and Education in Computational Science and Engineering. [PDF]

open access: yesSIAM Rev Soc Ind Appl Math, 2018
This report presents challenges, opportunities and directions for computational science and engineering (CSE) research and education for the next decade.
Officers of the SIAM Activity Group on Computational Science and Engineering (SIAG/CSE)   +1 more
europepmc   +6 more sources

Sustainable computational science: the ReScience initiative [PDF]

open access: yesPeerJ Computer Science, 2017
Computer science offers a large set of tools for prototyping, writing, running, testing, validating, sharing and reproducing results; however, computational science lags behind.
Nicolas P. Rougier   +44 more
doaj   +5 more sources

Computer Science [PDF]

open access: yesInternational Journal on Advanced Science Engineering Information Technology, 12(3), 2022, 2022
Possible for science itself, conceptually, to have and will understand differently, let alone science also seen as technology, such as computer science. After all, science and technology are viewpoints diverse by either individual, community, or social. Generally, it depends on socioeconomic capabilities.
Nasution, Mahyuddin K. M.   +2 more
arxiv   +4 more sources

Reproducible research in computational science. [PDF]

open access: yesScience, 2011
Computational science has led to exciting new developments, but the nature of the work has exposed limitations in our ability to evaluate published findings.
Peng RD.
europepmc   +2 more sources

Materials Cloud, a platform for open computational science. [PDF]

open access: yesSci Data, 2020
Talirz L   +19 more
europepmc   +3 more sources

Best Practices for Computational Science: Software Infrastructure and Environments for Reproducible and Extensible Research

open access: yesJournal of Open Research Software, 2014
The goal of this article is to coalesce a discussion around best practices for scholarly research that utilizes computational methods, by providing a formalized set of best practice recommendations to guide computational scientists and other stakeholders
Victoria Stodden, Sheila Miguez
doaj   +2 more sources

Interdisciplinarity through internationality: Results from a US–Mexico graduate course bridging computational and plant science [PDF]

open access: yesPlant Direct
Interdisciplinarity is used to integrate and synthesize new research directions between scientific domains, but it is not the only means by which to generate novelty by bringing diverse perspectives together.
Daniel H. Chitwood   +2 more
doaj   +2 more sources

For a heterodox computational social science

open access: yesBig Data & Society, 2021
The proliferation of digital data has been the impetus for the emergence of a new discipline for the study of social life: ‘computational social science’.
Petter Törnberg, Justus Uitermark
doaj   +2 more sources

Can Large Language Models Transform Computational Social Science? [PDF]

open access: yesInternational Conference on Computational Logic, 2023
Large language models (LLMs) are capable of successfully performing many language processing tasks zero-shot (without training data). If zero-shot LLMs can also reliably classify and explain social phenomena like persuasiveness and political ideology ...
Caleb Ziems   +5 more
semanticscholar   +1 more source

Genomics and computational science for virus research [PDF]

open access: yesFrontiers in Microbiology, 2013
Hironori eSato   +2 more
doaj   +2 more sources

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