Graph neural network-based structural classification of glass-forming liquids and its interpretation via self-attention mechanism

Kohei Yoshikawa, Kentaro Yano, Shota Goto +2

Glass-forming liquids exhibit slow dynamics below their melting temperatures, maintaining an amorphous structure reminiscent of normal liquids. Distinguishing microscopic structure…