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PICIP

Probabilistic Isolation of Inorganic Crystalline Phases — Bayesian inference for predicting the composition of an unknown phase in a multi-phase XRD sample.

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Paper code

The code used to generate results for the paper is preserved on the PICIP_paper branch.

Citation

Ritchie, D.; Gaultois, M. W.; Gusev, V. V.; Kurlin, V.; Rosseinsky, M. J.; Dyer, M. S. Probabilistic Isolation of Crystalline Inorganic Phases. Journal of Chemical Information and Modeling 2025, 65 (24), 13226–13237. https://doi.org/10.1021/acs.jcim.5c02256

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Python code for the running, testing and results analysis of PICIP

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