activity
20222024
most citedAnalysis of strong coupling constant with machine learning and its application

7 citations · 10 across the 6 of their papers we have counts for

collaborators

6 papers

physics.comp-ph2024

Exploring Nonlinear System with Machine Learning: Chua and Lorenz Circuits Analyzed

Zhe Wang, Haixia Fan, Jiyuan Zhang +1

Nonlinear circuits serve as crucial carriers and physical models for investigating nonlinear dynamics and chaotic behavior, particularly in the simulation of biological neurons. In…

physics.comp-ph2023

Synchronous control study of Chua circuit system via capacitive closed-loop coupling

Jiyuan Zhang, Xiao-Yun Wang

Synchronous control of nonlinear circuits is of great importance in many fields. In this paper, a capacitor is used for closed-loop coupling of three dual-vortex attractor Chua cir…

hep-ph2023★ 7 cited

Analysis of strong coupling constant with machine learning and its application

Xiao-Yun Wang, Chen Dong, Xiang Liu

In this work, we investigate the nature of the strong coupling constant and related physics. Through the analysis of accumulated experimental data from around the world, we employ…

hep-ph2023

Determination of the distribution of strong coupling constant with machine learning

Xiao-Yun Wang, Chen Dong, Quanjin Wang

In this work, we use the artificial neural network (ANN) method to study and predict the distribution of strong coupling constants by fitting the existing data. Our approach takes…

physics.comp-ph2022

Study on dynamic model of multi-particle spring system

Xiao-Yun Wang, Jiyuan Zhang

Generally, multi-particle spring system is an important and widely used physical model. However, with the increase of the number of particles, the difficulty of solving the kinemat…

hep-ph2022★ 3 cited

Exploration of trace anomaly contribution to proton mass based on light vector meson photoproduction

Chen Dong, Jiyuan Zhang, Jingxuan Bu +2

In the quantum chromodynamics, the mass source of the proton is decomposed into four parts by the energy momentum tensor : quark energy term, gluon energy term, quark mass term and…