Can machines learn density functionals? Past, present, and future of ML in DFT

Ryosuke Akashi, Mihira Sogal, Kieron Burke

Density functional theory has become the world's favorite electronic structure method, and is routinely applied to both materials and molecules. Here, we review recent attempts to…