Solving Quantum Mechanical Many-body Problems with Machine Learning Algorithms

 

 

 

Some members of the ML family

  1. Linear regression and its variants, Logistic regression
  2. Decision tree algorithms, from simpler to more complex ones like random forests
  3. Bayesian statistics
  4. Support vector machines and finally various variants of
  5. Artifical neural networks (NN) and deep learning
  6. Convolutional NN, autoenconders, Recurrent NN, Boltzmann machines
  7. and many more