4 papers
Entanglement Area Law for Shallow and Deep Quantum Neural Network States
Zhih-Ahn Jia, Lu Wei, Yu-Chun Wu +2
A study of the artificial neural network representation of quantum many-body states is presented. The locality and entanglement properties of states for shallow and deep quantum ne…
Quantum Neural Network States: A Brief Review of Methods and Applications
Zhih-Ahn Jia, Biao Yi, Rui Zhai +3
One of the main challenges of quantum many-body physics is that the dimensionality of the Hilbert space grows exponentially with the system size, which makes it extremely difficult…
Entropic No-Disturbance as a Physical Principle
Zhih-Ahn Jia, Rui Zhai, Bai-Chu Yu +2
The celebrated Bell-Kochen-Specker no-go theorem asserts that quantum mechanics does not present the property of realism, the essence of the theorem is the lack of a joint probabil…
Efficient Machine Learning Representations of Surface Code with Boundaries, Defects, Domain Walls and Twists
Zhih-Ahn Jia, Yuan-Hang Zhang, Yu-Chun Wu +3
Machine learning representations of many-body quantum states have recently been introduced as an ansatz to describe the ground states and unitary evolutions of many-body quantum sy…