Learning Interacting Theories from Data

One challenge of physics is to explain how collective properties arise from microscopic interactions. Indeed, interactions form the building blocks of almost all physical theories and are described by polynomial terms in the action. The traditional approach is to derive these terms from elementary p...

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Bibliographic Details
Main Authors: Claudia Merger, Alexandre René, Kirsten Fischer, Peter Bouss, Sandra Nestler, David Dahmen, Carsten Honerkamp, Moritz Helias
Format: Article
Language:English
Published: American Physical Society 2023-11-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.13.041033