The python stuff was just vanilla MCMC sampling with the Metropolis algorithm.

Quantum is popping up because this is in introductory series aimed at people who want to understand QMC.

All progress is important. However the type of technology you invision would require higher-temperature superconductors. There has been a large effort towards understanding the pairing mechanisms in these types of materials.

Thanks, it is a very interesting field.