Molecular dynamics (MD) simulations have emerged as a powerful tool to investigate the microscopic mechanisms underpinning melting and solid–liquid phase transitions in a wide range of materials. By ...
A new graph neural network framework called AlloPool distills molecular dynamics simulations into minimal, time-resolved ...