Scientific discovery as meta-optimization: a combinatorial optimization case study

Yuan-Hang Zhang, Chesson Sipling, Massimiliano Di Ventra

Scientific discovery is fundamentally an optimization problem, defined by a vast "state space" of theories and experiments, and an evaluation criterion based on quality, novelty, a…