Actually, we can split the process in three main phase..
- surrogate-based Monte Carlo (using ANN model to replace MC) --> you can see related code in the folder "ANN forward model"
- ANN based prediction model --> you can see related code in the folder "ANN prediction model"
- robustness of our prediction model --> you can see related code in the folder "mcx bound test"
Also, about how to start simulating MC you can see related code in the folder "mcx_sim"
The process of this project is like below picture
