Giuseppe Carleo et al. (2019) Machine learning and the physical sciences https://ui.adsabs.harvard.edu/link_gateway/2019RvMP...91d5002C/doi:10.1103/RevModPhys.91.045002
Pankaj Mehta et al. (2019) A high-bias, low-variance introduction to Machine Learning for physicists https://doi.org/10.1016/j.physrep.2019.03.001