Your questions
- Yes, may use your Asus Q200e to calculate your neural network.
- Using a more powerful computer is always appreciative. If are willing to go the extra mile and perform the calculations on your GPU, the process will be even faster.
Applying neural networks to quatum mechanics
There is actually some litterature on how to proceed with creating such neural networks. See this link for to get a few pointers: