Solving Quantum Mechanical Many-body Problems with Machine Learning Algorithms

Overview

Short intro to Machine Learning
Variational Monte Carlo (Markov Chain Monte Carlo, \( \mathrm{MC}^2 \)) and two-electron quantum dots, solving quantum mechanical problems in a stochastic way. It will serve as our motivation for switching to Machine Learning.
From Variational Monte Carlo to Boltzmann Machines and Machine Learning
And a link to so-called Shadow wave functions