activity
20202026
most citedAutoregressive Transformer Neural Network for Simulating Open Quantum Systems via a Probabilistic Formulation

78 citations · 210 across the 12 of their papers we have counts for

collaborators

12 papers

hep-ph2026

Full positivity bounds for anomalous quartic gauge couplings in SMEFT

Fu-Ming Chang, Zhuo-Yan Chen, Shuang-Yong Zhou

Electroweak boson scattering at the LHC provides a crucial avenue for probing physics beyond the Standard Model, particularly regarding deviations in quartic gauge couplings. We de…

quant-ph2026

Binarisation-loophole-free observation of high-dimensional quantum nonlocality

Jia-le Miao, Elna Svegborn, Zhuo Chen +7

Bell inequality tests based on high-dimensional entanglement usually require measurements that can resolve multiple possible outcomes. However, the implementation of high-dimension…

quant-ph2025

iSwitch: QEC on Demand via In-Situ Encoding of Bare Qubits for Ion Trap Architectures

Keyi Yin, Xiang Fang, Zhuo Chen +9

Recent advances in quantum hardware and error correction have paved the way for early fault-tolerant (EFT) quantum computing. We propose iSwitch, a hybrid system architecture for t…

quant-ph2024

Detecting entanglement and nonlocality with minimum observable length

Zhuo Chen, Fei Shi, Qi Zhao

Quantum entanglement and nonlocality are foundational to quantum technologies, driving quantum computation, communication, and cryptography innovations. To benchmark the capabiliti…

quant-ph2024

Optimizing Circuit Reusing and its Application in Randomized Benchmarking

Zhuo Chen, Guoding Liu, Xiongfeng Ma

Quantum learning tasks often leverage randomly sampled quantum circuits to characterize unknown systems. An efficient approach known as "circuit reusing," where each circuit is exe…

quant-ph2023★ 58 cited

Benchmarking highly entangled states on a 60-atom analog quantum simulator

Adam L. Shaw, Zhuo Chen, Joonhee Choi +6

Quantum systems have entered a competitive regime where classical computers must make approximations to represent highly entangled quantum states. However, in this beyond-classical…

quant-ph2023★ 10 cited

Optimized trajectory unraveling for classical simulation of noisy quantum dynamics

Zhuo Chen, Yimu Bao, Soonwon Choi

The dynamics of open quantum systems can be simulated by unraveling it into an ensemble of pure state trajectories undergoing non-unitary monitored evolution, which has recently be…

quant-ph2023★ 3 cited

ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation

Zhuo Chen, Laker Newhouse, Eddie Chen +2

Quantum many-body physics simulation has important impacts on understanding fundamental science and has applications to quantum materials design and quantum technology. However, du…

hep-lat2022★ 2 cited

Simulating 2+1D Lattice Quantum Electrodynamics at Finite Density with Neural Flow Wavefunctions

Zhuo Chen, Di Luo, Kaiwen Hu +1

We present a neural flow wavefunction, Gauge-Fermion FlowNet, and use it to simulate 2+1D lattice compact quantum electrodynamics with finite density dynamical fermions. The gauge…

cond-mat.dis-nn2021★ 7 cited

Spacetime Neural Network for High Dimensional Quantum Dynamics

Jiangran Wang, Zhuo Chen, Di Luo +3

We develop a spacetime neural network method with second order optimization for solving quantum dynamics from the high dimensional Schrödinger equation. In contrast to the standard…

cond-mat.str-el2021★ 52 cited

Gauge Invariant and Anyonic Symmetric Transformer and RNN Quantum States for Quantum Lattice Models

Di Luo, Zhuo Chen, Kaiwen Hu +3

Symmetries such as gauge invariance and anyonic symmetry play a crucial role in quantum many-body physics. We develop a general approach to constructing gauge invariant or anyonic…

cond-mat.str-el2020★ 78 cited

Autoregressive Transformer Neural Network for Simulating Open Quantum Systems via a Probabilistic Formulation

Di Luo, Zhuo Chen, Juan Carrasquilla +1

The theory of open quantum systems lays the foundations for a substantial part of modern research in quantum science and engineering. Rooted in the dimensionality of their extended…