SMACT v4: Enhanced Screening and Prediction Tools for Computational Materials Design

Python Submitted 13 April 2026 • Published 19 October 2026
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Authors

Kinga O. Mastej (0009-0006-5656-6646), Anthony Onwuli (0000-0003-2107-153X), Alexander Moriarty (0000-0001-7525-1419), Daniel W. Davies (0000-0003-4094-5992), Ryan Nduma (0009-0008-1428-4637), Keith T. Butler (0000-0001-5432-5597), Jiwoo Lee, Masahiro Negishi (0009-0000-2003-0256), Panyalak Detrattanawichai (0000-0001-9606-5631), Alex M. Ganose (0000-0002-4486-3321), Hyunsoo Park (0000-0001-9388-173X), Rhys E. a. Goodall (0000-0002-6589-1700), Tianshu Li (0009-0007-4694-7709), Aron Walsh (0000-0001-5460-7033)

Citation

Mastej et al., (2026). SMACT v4: Enhanced Screening and Prediction Tools for Computational Materials Design. Journal of Open Source Software, 11(126), 11015, https://doi.org/10.21105/joss.11015

@article{Mastej2026, doi = {10.21105/joss.11015}, url = {https://doi.org/10.21105/joss.11015}, year = {2026}, publisher = {The Open Journal}, volume = {11}, number = {126}, pages = {11015}, author = {Mastej, Kinga O. and Onwuli, Anthony and Moriarty, Alexander and Davies, Daniel W. and Nduma, Ryan and Butler, Keith T. and Lee, Jiwoo and Negishi, Masahiro and Detrattanawichai, Panyalak and Ganose, Alex M. and Park, Hyunsoo and Goodall, Rhys E. a. and Li, Tianshu and Walsh, Aron}, title = {SMACT v4: Enhanced Screening and Prediction Tools for Computational Materials Design}, journal = {Journal of Open Source Software} }
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materials design chemical heuristics high-throughput screening structure prediction machine learning

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ISSN 2475-9066