Finding the ground state of complex many-body systems, such as magnetic materials containing topological textures, like skyrmions, is a fundamental and long-standing problem …
Exotic spin textures such as skyrmions, are proved to be promising candidates for the development of sustainable, next-generation spintronic devices. Despite extensive research …
В статье рассмотрено применение методов машинного обучения к спиновым системам на примере точно решаемой двумерной модели Изинга. Проведен для данной модели …