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Documentation
Documentation
 
 
Figures
Figures
 
 
__pycache__
__pycache__
 
 
column_model
column_model
 
 
gp_training_data
gp_training_data
 
 
old
old
 
 
old_01
old_01
 
 
quoFEM_TMCMC
quoFEM_TMCMC
 
 
structural_model
structural_model
 
 
test_data
test_data
 
 
.DS_Store
.DS_Store
 
 
.gitattributes
.gitattributes
 
 
README.md
README.md
 
 
a_00_readme.txt
a_00_readme.txt
 
 
a_01_get_data_peer.py
a_01_get_data_peer.py
 
 
a_02_createRawTrainData.py
a_02_createRawTrainData.py
 
 
a_03_compile_quoFEM_cals.py
a_03_compile_quoFEM_cals.py
 
 
a_03_surrogate_training_need_update.ipynb
a_03_surrogate_training_need_update.ipynb
 
 
a_03b_createSurrTrain.py
a_03b_createSurrTrain.py
 
 
a_04_runGPpred_wu.ipynb
a_04_runGPpred_wu.ipynb
 
 
a_04_run_gp_predictions.ipynb
a_04_run_gp_predictions.ipynb
 
 
a_04b_runGPpred.ipynb
a_04b_runGPpred.ipynb
 
 
a_07_failure_mode_prediction.py
a_07_failure_mode_prediction.py
 
 
b_00_study_surr_performance.py
b_00_study_surr_performance.py
 
 
b_01_create_calibration_files.py
b_01_create_calibration_files.py
 
 
b_02_prepareFiles4TMCMC.py
b_02_prepareFiles4TMCMC.py
 
 
check_missing_calibrations.ipynb
check_missing_calibrations.ipynb
 
 
database_processing_functions.py
database_processing_functions.py
 
 
dummyout.out
dummyout.out
 
 
error.log
error.log
 
 
figures4paper.py
figures4paper.py
 
 
figures_4_slides.py
figures_4_slides.py
 
 
get_bw_params.py
get_bw_params.py
 
 
gpPredict.py
gpPredict.py
 
 
load_quoFEM_calibrations.ipynb
load_quoFEM_calibrations.ipynb
 
 
log_reg_model.pkl
log_reg_model.pkl
 
 
material_model.py
material_model.py
 
 
material_model_comparison.pdf
material_model_comparison.pdf
 
 
material_model_comparison.png
material_model_comparison.png
 
 
new_figures_4_paper.py
new_figures_4_paper.py
 
 
plot_logistic_regression.py
plot_logistic_regression.py
 
 
plot_material_model.py
plot_material_model.py
 
 
plot_surrogate_model.ipynb
plot_surrogate_model.ipynb
 
 
plot_surrogate_predictions.ipynb
plot_surrogate_predictions.ipynb
 
 
plot_surrogate_predictions_noflex.ipynb
plot_surrogate_predictions_noflex.ipynb
 
 
predictors.pdf
predictors.pdf
 
 
run_column_model.py
run_column_model.py
 
 
surrogateLog.log
surrogateLog.log
 
 
surrogate_performance_data.csv
surrogate_performance_data.csv
 
 
surrogate_performance_data_new.csv
surrogate_performance_data_new.csv
 
 
test.m
test.m
 
 
test_rect.csv
test_rect.csv
 
 
testing_residual_analysis.py
testing_residual_analysis.py
 
 
understanding_error_test.ipynb
understanding_error_test.ipynb
 
 
workflow.err
workflow.err
 
 

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Surrogate Calibration

Workflow Details

Step 1: Gather information from the PEER Performance Database

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