Combining concepts from statistical physics with machine learning, researchers at the University of Bayreuth have shown that highly accurate and efficient predictions can now be made as to whether a ...

Conventional theory has trouble predicting the conditions that will cause a liquid to boil, but a neural-network-based approach performs better. Transitions. Water is one of many substances whose ...

When ice melts into water, it happens quickly, with the transition from solid to liquid being immediate. However, very thin materials do not adhere to these rules. Instead, an unusual state between ...