Beyond Message Passing: a Physics-Inspired Paradigm for Graph Neural Networks

Very recommendable! A critical overview written by one of the leading researchers in the field of Graph Neural Networks, i.e. Michael Bronstein (Head Graph ML Research at Twitter).

Beyond Message Passing: a Physics-Inspired Paradigm for Graph Neural Networks