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. Trees and forests, bagging and boosting
  3. Bayesian Machine Learning
  4. Support vector machines
  5. Artifical neural networks (NN) and deep learning
  6. Convolutional NN, autoenconders, Recurrent NN, Boltzmann machines, Bayesian Neural Networks
  7. and many more