/RC_Lorenz

Primary LanguagePython

RC_Lorenz

Step 1: run generate_matrix_A.py 生成RC中的recurrent矩阵A, 存储到文件夹'./matrix_A'

Step 2: run prediction_model.py 训练RC,拟合Lorenz系统,将预测的结果输出到'./out_fig'中

参考文献:

  • Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach, PRL 2018 , Video by Pathak