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<full_title>Journal of Open Source Software</full_title> | ||
<abbrev_title>JOSS</abbrev_title> | ||
<issn media_type="electronic">2475-9066</issn> | ||
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<title>f3dasm: Framework for Data-Driven Design and Analysis | ||
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<article_title>A framework for data-driven analysis of | ||
materials under uncertainty: Countering the curse of | ||
dimensionality</article_title> | ||
<author>Bessa</author> | ||
<journal_title>Computer Methods in Applied Mechanics and | ||
Engineering</journal_title> | ||
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Hu, A., Apley, D. W., Brinson, C., Chen, W., & Liu, W. K. (2017). A | ||
framework for data-driven analysis of materials under uncertainty: | ||
Countering the curse of dimensionality. Computer Methods in Applied | ||
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science</article_title> | ||
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<journal_title>Journal of Open Source | ||
Software</journal_title> | ||
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McRae, L. M., & Warren, S. C. (2022). Simmate: A framework for | ||
materials science. Journal of Open Source Software, 7(75), 4364. | ||
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<article_title>A parallel global multiobjective framework | ||
for optimization: pagmo</article_title> | ||
<author>Biscani</author> | ||
<journal_title>Journal of Open Source | ||
Software</journal_title> | ||
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<volume>5</volume> | ||
<doi>10.21105/joss.02338</doi> | ||
<cYear>2020</cYear> | ||
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parallel global multiobjective framework for optimization: pagmo. | ||
Journal of Open Source Software, 5(53), 2338. | ||
https://doi.org/10.21105/joss.02338</unstructured_citation> | ||
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<article_title>Optuna: A next-generation hyperparameter | ||
optimization framework</article_title> | ||
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<journal_title>Proceedings of the 25th ACM SIGKDD | ||
international conference on knowledge discovery & data | ||
mining</journal_title> | ||
<doi>10.1145/3292500.3330701</doi> | ||
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<unstructured_citation>Akiba, T., Sano, S., Yanase, T., | ||
Ohta, T., & Koyama, M. (2019). Optuna: A next-generation | ||
hyperparameter optimization framework. Proceedings of the 25th ACM | ||
SIGKDD International Conference on Knowledge Discovery & Data | ||
Mining, 2623–2631. | ||
https://doi.org/10.1145/3292500.3330701</unstructured_citation> | ||
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<article_title>CRATE: A python package to perform fast | ||
material simulations</article_title> | ||
<author>Ferreira</author> | ||
<journal_title>Journal of Open Source | ||
Software</journal_title> | ||
<issue>87</issue> | ||
<volume>8</volume> | ||
<doi>10.21105/joss.05594</doi> | ||
<cYear>2023</cYear> | ||
<unstructured_citation>Ferreira, B. P., Pires, F. M. A., | ||
& Bessa, M. A. (2023). CRATE: A python package to perform fast | ||
material simulations. Journal of Open Source Software, 8(87), 5594. | ||
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