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Accelerated Materials Laboratory for Sustainability's Projects

pv_bayes icon pv_bayes

Code used to run SCAPS-1D simulations for https://doi.org/10.1016/j.joule.2017.10.001

semiconductor_properties icon semiconductor_properties

Calculate basic semiconductor properties, such as intrinsic carrier densities, bandgap, and Fermi energies.

sl-perovskiteopt icon sl-perovskiteopt

This is a code and data repository to conduct Bayesian Optimization with knowledge constraints for manufacturing process of perovskite solar cells

spproc icon spproc

Sequential learning and optimization with physical probabilistic constraints.

upcd icon upcd

Process data taken with the Semilab microwave photoconductance decay tool

zombi icon zombi

Zooming Memory Based Initialization (ZoMBI) algorithm for discovery of optima within challenging needle-in-a-haystack (extreme data imbalance) datasets.

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