3/6 🧵
Brookhaven's solution: break the problem into layers. Each layer asks a simpler question—Can this catalyst drive the reaction? Is it selective? Does it beat copper?—mimicking how chemists actually evaluate performance. They trained models using synthetic data from kinetic Monte Carlo simulations, capturing how competing reaction pathways unfold over time.