SINDy-Hysteresis

Codes for the paper: Data-driven discovery of hysteresis models for piezoelectric and magnetic materials

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
B_MnZn_ferrite.mat		B_MnZn_ferrite.mat
Compare_BW_BW.ipynb		Compare_BW_BW.ipynb
Compare_BW_BW_noise1.ipynb		Compare_BW_BW_noise1.ipynb
Compare_BW_BW_noise5.ipynb		Compare_BW_BW_noise5.ipynb
Compare_BW_BW_training_size_10000.ipynb		Compare_BW_BW_training_size_10000.ipynb
Compare_BW_BW_training_size_5000.ipynb		Compare_BW_BW_training_size_5000.ipynb
Compare_BW_Duhem.ipynb		Compare_BW_Duhem.ipynb
README.md		README.md
Test_case_Bouc_Wen_1.ipynb		Test_case_Bouc_Wen_1.ipynb
Test_case_Bouc_Wen_Real_Data.ipynb		Test_case_Bouc_Wen_Real_Data.ipynb
Test_case_Bouc_Wen_Real_Data_NN.ipynb		Test_case_Bouc_Wen_Real_Data_NN.ipynb
Test_case_Bouc_Wen_Real_Data_low threshold.ipynb		Test_case_Bouc_Wen_Real_Data_low threshold.ipynb
Test_case_CH.ipynb		Test_case_CH.ipynb
Test_case_Duhem1.ipynb		Test_case_Duhem1.ipynb
Test_case_Duhem2.ipynb		Test_case_Duhem2.ipynb
Test_magnetic_data_100hz.ipynb		Test_magnetic_data_100hz.ipynb
Test_magnetic_data_10hz.ipynb		Test_magnetic_data_10hz.ipynb
Test_magnetic_data_200hz.ipynb		Test_magnetic_data_200hz.ipynb
Trial.ipynb		Trial.ipynb
ac10.txt		ac10.txt
ac100.txt		ac100.txt
ac200.txt		ac200.txt
data_file.dat		data_file.dat
data_file.txt		data_file.txt
data_file_Loops.dat		data_file_Loops.dat
data_file_Loops.txt		data_file_Loops.txt
hysteresis_v_150_1hz.csv		hysteresis_v_150_1hz.csv
input.txt		input.txt
mat file create.ipynb		mat file create.ipynb
output.txt		output.txt

Provide feedback