Why?

How can we avoid the dimensionality curse? Many possibilities

  1. smarter basis functions
  2. resummation of specific correlations
  3. stochastic sampling of high-lying states (stochastic FCI, CC and SRG/IMSRG)
  4. many more
Machine Learning and Quantum Computing hold also great promise in tackling the ever increasing dimensionalities. Here we will focus on Machine Learning.