UW-Madison Computational Materials Group
- 39 followers
- University of Wisconsin-Madison
- http://matmodel.engr.wisc.edu/
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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
- RPV_model_benchmarking Public
Benchmarking and analysis of different models of reactor pressure vessel steel embrittlement
- mattergen_finetune Public
A tutorial to finetune the generative AI model Mattergen on your own property data
- cavity_defect_detection Public
Mask R-CNN model to detect cavity defects in electron microscopy image. Also included is a random forest model to predict the detection F1 score as a measure of prediction performance
- peak_detection_extra Public
- RPV_model_Jacobs23 Public
Ensemble neural network model for predicting RPV embrittlement temperature shifts
- MoleProp Public
- RPV_model Public
Ensemble neural network model for predicting transition temperature shifts of RPV alloys
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