UW-Madison Computational Materials Group
- 26 followers
- University of Wisconsin-Madison
- http://matmodel.engr.wisc.edu/
Popular repositories
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perovskite-oxide-stability-prediction
perovskite-oxide-stability-prediction Publiccode package with elemental property dictionary that trains a model based on training dataset and gives prediction on new perovskite compounds
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Repositories
- materials_application_domain_machine_learning Public Forked from leschultz/materials_application_domain_machine_learning
A package for definining the domain of a machine learning model via a feature dissimilarity metric.
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- model_perovskite_Opband Public
Random forest model to predict the O 2p-band center of perovskite oxides
- model_oxide_vacancy Public
Random forest model to predict the formation energy of O vacancies in oxides
- model_perovskite_ASR Public
Random forest model to predict the area specific resistance (ASR) of perovskite oxides
- model_semiconductor_lvls Public
Random forest model to predict the defect charge state transition levels in semiconductors
- model_thermal_conductivity Public
Random forest model to predict the thermal conductivity of materials
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- model_Li_conductivity Public
Random forest model to predict the conductivity of Li in solid electrolytes
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