linearFEM

Techniqal detail please refer to the report

Compile

• This simulation code is built based on camke and C++
• To compile the C++ code, create a new folder in the root directory, type

cmake ..

then type

make

and a executable file will generated in the src folder

• modify the main.cpp to use linear or quadratic FEM simulation under different Young's modulus
• create a folder named output, the simulation result .bgeo files will be written in this folder

CVAE code

• the algorithm is written in python and PyTorch
• the CVAE model is defined in CVAEcuda.py, and linearFEM_CVAE(l2l).py is the framework for training linear to linear, linearFEM_CVAE(l2q).py is the framework for training linear to quadratic.