Viability of perturbative expansion for quantum field theories on neurons

Neural network (NN) architectures that break statistical independence of parameters have been proposed as a new approach for simulating local quantum field theories (QFTs) (Demirtas et al 2024 Mach. Learn. Sci. Tech 5 015002). In the infinite neuron number limit, single-layer NNs can exactly reprodu...

全面介紹

書目詳細資料

Principais autores:	Srimoyee Sen, Varun Vaidya
格式:	Artigo
語言:	Inglês
出版:	IOP Publishing 2026-01-01
叢編:	Machine Learning: Science and Technology
主題:	neural network field theory renormalization quantum field theory
在線閱讀:	https://doi.org/10.1088/2632-2153/ae6d7d
標簽:	添加標簽 沒有標簽, 成為第一個標記此記錄!