Qihao Si

Phase transition prediction of dynamical systems based on deep learning

2024

Many dynamical systems sometimes occur phase transitions, abruptly shifting from one state to another. Predicting potential phase transitions from externally observed data is a significant challenge. In order to make accurate prediction of phase transitions, …