Popular repositories Loading

1. Koopman-Emulator-RL Koopman-Emulator-RL Public

   Use Koopman emulator to train RLs

   Jupyter Notebook 6

2. Seq_pred Seq_pred Public

   ANN, RNN and LSTM were established to predict a time series data, Chl-a concentration over time. With the help of Transfer learning, these models were able to applied for a long period predict

   Python 5 1

3. WQ_Pre WQ_Pre Public

   Applying machine learning method on water quality prediction. Developed by Wenchong Tian and Xuan Wang in Tongji University

   Python 2

4. NN_PDE NN_PDE Public

   This project try to design an algorithm to solve PDE based on neural network. The basic theory is from Koopman operator theory and some research work of using neural network to solve PDE. All the r…

   Python 2

5. Koopman_Measure_WQ Koopman_Measure_WQ Public

   Data similarity strongly affects the generalization of DL models. The first step to validate this is to establish a measurement of the similarity of dynamic data.

   Jupyter Notebook 1

6. safe-RL-in-UDS safe-RL-in-UDS Public

   Jupyter Notebook