Frontier Research Institute for Interdisciplinary Sciences, Tohoku University

Multi-AI agent framework reveals the “oxide gatekeeper” in aluminum nanoparticle oxidation

Aluminum nanoparticles (ANPs) are among the most energy-dense solid fuels, yet the atomic mechanisms governing their transition from passivated particles to highly reactive states remain elusive. This stems from a fundamental computational bottleneck: Ab initio methods offer quan...