Teaching AI to build scientific models

A recent essay argues that AI can now do much of scientific modeling, from fitting equations to constraining parameters, but that fit alone is not understanding. It uses Hodgkin and Huxley's 1951 nerve model as the example, then describes simulation-based inference, a method that lets researchers constrain complex simulators with…