Modeling And Simulation Of Amorphous Materials ... < RELIABLE >

A generative diffusion model for amorphous materials - Nature

Provides the highest accuracy by including quantum-mechanical interactions but is limited to small systems (hundreds of atoms) due to extreme computational costs. Modeling and Simulation of Amorphous Materials ...

Modeling and simulation of amorphous materials focus on understanding atomic-level structures that lack long-range order but possess significant short-range order. Unlike crystals, these materials have no unit cell or Bragg peaks, requiring large-scale simulations to capture their structural randomness and property-shaping local environments. Core Simulation Methods A generative diffusion model for amorphous materials -