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Technical Debt in Computational Science

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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1038/467775aopenalex-snapshot
Computational science: ...Error
inferredcites →https://doi.org/10.1109/mcse.2015.27openalex-snapshot
Vertical Integration
inferredcites →https://doi.org/10.1126/science.1231535openalex-snapshot
Troubling Trends in Scientific Software Use
inferredcites →https://doi.org/10.1145/361604.361612openalex-snapshot
Computer programming as an art

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4648196openalex-extracted
The Digitalization of Science Computational Science as a Field of Inquiry in Design Science Research
inferred← citeshttps://doi.org/10.1007/978-3-030-82405-1_33openalex-snapshot
The Digital Science Field of Design Science Research
inferred← citeshttps://doi.org/10.1007/s12021-024-09702-5openalex-snapshot
FrAMBI: A Software Framework for Auditory Modeling Based on Bayesian Inference
inferred← citeshttps://doi.org/10.1016/j.dss.2024.114368openalex-snapshot
Digitalization of the natural sciences: Design science research and computational science
inferred← citeshttps://doi.org/10.1016/j.neuron.2022.06.018openalex-snapshot
Neuroscience Cloud Analysis As a Service: An open-source platform for scalable, reproducible data analysis
inferred← citeshttps://doi.org/10.1109/escience.2018.00010openalex-snapshot
Talk to Me: A Case Study on Coordinating Expertise in Large-Scale Scientific Software Projects
inferred← citeshttps://doi.org/10.1109/mcse.2016.67openalex-snapshot
The Power to Create Chaos
inferred← citeshttps://doi.org/10.1109/mcse.2019.2900945openalex-snapshot
Dealing With Software Collapse
inferred← citeshttps://doi.org/10.1145/3131151.3131164openalex-snapshot
Understanding Technical Debt at the Code Level from the Perspective of Software Developers
inferred← citeshttps://doi.org/10.1145/3640819openalex-snapshot
Design with Simon's Inner and Outer Environments: Theoretical Foundations for Design Science Research Methods for Digital Science
inferred← citeshttps://doi.org/10.24251/hicss.2022.703openalex-snapshot
Computational Science: A Field of Inquiry for Design Science Research
inferred← citeshttps://doi.org/10.3233/jnr-220002openalex-snapshot
Guidelines for collaborative development of sustainable data treatment software
inferred← citeshttps://doi.org/10.3389/fimmu.2024.1378512openalex-snapshot
PyPop: a mature open-source software pipeline for population genomics
inferred← citeshttps://doi.org/10.3389/fphys.2022.917976openalex-snapshot
How Reproducibility Will Accelerate Discovery Through Collaboration in Physio-Logging
inferred← citeshttps://doi.org/10.48550/arxiv.1809.06317openalex-snapshot
Talk to Me: A Case Study on Coordinating Expertise in Large-Scale Scientific Software Projects
inferred← citeshttps://doi.org/10.61782/fa.2023.0494openalex-snapshot
Frambi: towards a flexible software framework for auditory modeling based on bayesian inference
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