├── .DS_Store ├── .gitignore ├── 2019-phm ├── README.md ├── corrosion_fatigue_model.py ├── run00_MLP_logC_training.py ├── run00_MLP_m_training.py ├── run01_rnn_training.py ├── run02_rnn_prediction.py ├── training_20_pts │ ├── checkpoint │ ├── cp.ckpt.data-00000-of-00001 │ └── cp.ckpt.index ├── training_MLP_logC │ ├── checkpoint │ ├── cp.ckpt.data-00000-of-00001 │ └── cp.ckpt.index └── training_MLP_m │ ├── checkpoint │ ├── cp.ckpt.data-00000-of-00001 │ └── cp.ckpt.index ├── 2020-jcise ├── Plots │ ├── diagnosis.png │ └── prognosis.png ├── README.md ├── bias_model.py ├── rnn_arch_6_plane_18 │ ├── checkpoint │ ├── cp.ckpt.data-00000-of-00001 │ └── cp.ckpt.index ├── run00_MLPs.py ├── run01_rnn_training.py ├── run02_rnn_x_validation.py ├── run03_rnn_diagnosis.py ├── run04_rnn_prognosis.py └── training_MLP_arch_6_plane_18 │ ├── checkpoint │ ├── cp.ckpt.data-00000-of-00001 │ └── cp.ckpt.index ├── LICENSE └── README.md /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/.DS_Store -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/.gitignore -------------------------------------------------------------------------------- /2019-phm/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/README.md -------------------------------------------------------------------------------- /2019-phm/corrosion_fatigue_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/corrosion_fatigue_model.py -------------------------------------------------------------------------------- /2019-phm/run00_MLP_logC_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/run00_MLP_logC_training.py -------------------------------------------------------------------------------- /2019-phm/run00_MLP_m_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/run00_MLP_m_training.py -------------------------------------------------------------------------------- /2019-phm/run01_rnn_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/run01_rnn_training.py -------------------------------------------------------------------------------- /2019-phm/run02_rnn_prediction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/run02_rnn_prediction.py -------------------------------------------------------------------------------- /2019-phm/training_20_pts/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/training_20_pts/checkpoint -------------------------------------------------------------------------------- /2019-phm/training_20_pts/cp.ckpt.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/training_20_pts/cp.ckpt.data-00000-of-00001 -------------------------------------------------------------------------------- /2019-phm/training_20_pts/cp.ckpt.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/training_20_pts/cp.ckpt.index -------------------------------------------------------------------------------- /2019-phm/training_MLP_logC/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/training_MLP_logC/checkpoint -------------------------------------------------------------------------------- /2019-phm/training_MLP_logC/cp.ckpt.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/training_MLP_logC/cp.ckpt.data-00000-of-00001 -------------------------------------------------------------------------------- /2019-phm/training_MLP_logC/cp.ckpt.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/training_MLP_logC/cp.ckpt.index -------------------------------------------------------------------------------- /2019-phm/training_MLP_m/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/training_MLP_m/checkpoint -------------------------------------------------------------------------------- /2019-phm/training_MLP_m/cp.ckpt.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/training_MLP_m/cp.ckpt.data-00000-of-00001 -------------------------------------------------------------------------------- /2019-phm/training_MLP_m/cp.ckpt.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2019-phm/training_MLP_m/cp.ckpt.index -------------------------------------------------------------------------------- /2020-jcise/Plots/diagnosis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/Plots/diagnosis.png -------------------------------------------------------------------------------- /2020-jcise/Plots/prognosis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/Plots/prognosis.png -------------------------------------------------------------------------------- /2020-jcise/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/README.md -------------------------------------------------------------------------------- /2020-jcise/bias_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/bias_model.py -------------------------------------------------------------------------------- /2020-jcise/rnn_arch_6_plane_18/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/rnn_arch_6_plane_18/checkpoint -------------------------------------------------------------------------------- /2020-jcise/rnn_arch_6_plane_18/cp.ckpt.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/rnn_arch_6_plane_18/cp.ckpt.data-00000-of-00001 -------------------------------------------------------------------------------- /2020-jcise/rnn_arch_6_plane_18/cp.ckpt.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/rnn_arch_6_plane_18/cp.ckpt.index -------------------------------------------------------------------------------- /2020-jcise/run00_MLPs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/run00_MLPs.py -------------------------------------------------------------------------------- /2020-jcise/run01_rnn_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/run01_rnn_training.py -------------------------------------------------------------------------------- /2020-jcise/run02_rnn_x_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/run02_rnn_x_validation.py -------------------------------------------------------------------------------- /2020-jcise/run03_rnn_diagnosis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/run03_rnn_diagnosis.py -------------------------------------------------------------------------------- /2020-jcise/run04_rnn_prognosis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/run04_rnn_prognosis.py -------------------------------------------------------------------------------- /2020-jcise/training_MLP_arch_6_plane_18/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/training_MLP_arch_6_plane_18/checkpoint -------------------------------------------------------------------------------- /2020-jcise/training_MLP_arch_6_plane_18/cp.ckpt.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/training_MLP_arch_6_plane_18/cp.ckpt.data-00000-of-00001 -------------------------------------------------------------------------------- /2020-jcise/training_MLP_arch_6_plane_18/cp.ckpt.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/2020-jcise/training_MLP_arch_6_plane_18/cp.ckpt.index -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PML-UCF/pinn_corrosion_fatigue/HEAD/README.md --------------------------------------------------------------------------------