This project contains multiple subprojects towards using DNN to simulate the behavior of 2D FDTD. Multiple network architecure are tries:
- 3D-CNN + LSTM with Encoder & Decoder
- ConvLSTM with Decoder
- CNN Encoder & Decoder
- LSTM with Encoder & Decoder
training epoch70:
training epoch120:
training epoch11000:
training loss:
All networks in this are light-weight and can be trained on GTX 1050 Laptop.