├── .ipynb_checkpoints └── demo-checkpoint.ipynb ├── Bayes.py ├── Dataset ├── GaAs_exp_nJV.txt ├── GaAs_sim_label.txt └── GaAs_sim_nJV.txt ├── JV_surrogate.py ├── LICENSE ├── Pictures ├── 1.PNG ├── 2.PNG └── 3.PNG ├── README.md ├── TrainedModel ├── GaAs_AE.h5 └── GaAs_reg.h5 ├── demo.ipynb └── requirements.txt /.ipynb_checkpoints/demo-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/.ipynb_checkpoints/demo-checkpoint.ipynb -------------------------------------------------------------------------------- /Bayes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/Bayes.py -------------------------------------------------------------------------------- /Dataset/GaAs_exp_nJV.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/Dataset/GaAs_exp_nJV.txt -------------------------------------------------------------------------------- /Dataset/GaAs_sim_label.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/Dataset/GaAs_sim_label.txt -------------------------------------------------------------------------------- /Dataset/GaAs_sim_nJV.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/Dataset/GaAs_sim_nJV.txt -------------------------------------------------------------------------------- /JV_surrogate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/JV_surrogate.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/LICENSE -------------------------------------------------------------------------------- /Pictures/1.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/Pictures/1.PNG -------------------------------------------------------------------------------- /Pictures/2.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/Pictures/2.PNG -------------------------------------------------------------------------------- /Pictures/3.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/Pictures/3.PNG -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/README.md -------------------------------------------------------------------------------- /TrainedModel/GaAs_AE.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/TrainedModel/GaAs_AE.h5 -------------------------------------------------------------------------------- /TrainedModel/GaAs_reg.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/TrainedModel/GaAs_reg.h5 -------------------------------------------------------------------------------- /demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PV-Lab/BayesProcess/HEAD/demo.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | keras 2 | tensorflow 3 | emcee ==2.2.1 4 | scikit-learn 5 | numpy 6 | matplotlib 7 | --------------------------------------------------------------------------------