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#diffusion models Open access Oct 2026

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 quantum-level fidelity but are restricted to...

Yiming Lu, Tingyu Lu, Di Zhang et al. · 0 citations

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