output
20092025
most citedOn the mathematically reliable long-term simulation of chaos of Lorenz equation in the interval [0,10000]

79 citations

36 papers

physics.flu-dyn2025★ 1 cited

Convergent series of Stokes wave of arbitrary height in deep water via machine learning

Chong Lin, Shijun Liao

Permanent gravity waves propagating in deep water, spanning amplitudes from infinitesimal to their theoretical limiting values, remain a classical yet challenging problem due to it…

nlin.CD2025★ 2 cited

Ultra-chaotic property of Navier-Stokes turbulence

Shijie Qin, Kun Xu, Shijun Liao

A chaotic system is called ultra-chaos when its statistics have sensitivity dependence on initial condition and/or other small disturbances. In this paper, using two-dimensional tu…

physics.flu-dyn2025★ 2 cited

Physical significance of artificial numerical noise in direct numerical simulation of turbulence

Shijun Liao, Shijie Qin

Using clean numerical simulation (CNS) in which artificial numerical noise is negligible over a finite, sufficiently long interval of time, we provide evidence, for the first time,…

physics.flu-dyn2024★ 5 cited

Noise-expansion cascade: an origin of randomness of turbulence

Shijun Liao, Shijie Qin

Randomness is one of the most important characteristics of turbulence, but its origin remains an open question. By means of a ``thought experiment'' via several clean numerical exp…

quant-ph2024★ 1 cited

HAM-Schrödingerisation: a generic framework of quantum simulation for any nonlinear PDEs

Shijun Liao

Recently, Jin et al. proposed a quantum simulation technique for ANY linear partial differential equations (PDEs), called Schrödingerisation [1,2,3]. In this paper, the Schrödinger…

physics.flu-dyn2024★ 14 cited

Is a direct numerical simulation (DNS) of Navier-Stokes equations with small enough grid spacing and time-step definitely reliable/correct?

Shejie Qin, Yu Yang, Yongxiang Huang +3

Traditionally, results given by the direct numerical simulation (DNS) of Navier-Stokes equations are widely regarded as reliable benchmark solutions of turbulence, as long as grid…

physics.comp-ph2023★ 7 cited

A Self-Adaptive Algorithm of the Clean Numerical Simulation (CNS) for Chaos

Shijie Qin, Shijun Liao

The background numerical noise is determined by the maximum of truncation error and round-off error. For a chaotic system, the numerical error g…

physics.flu-dyn2022★ 26 cited

Large-scale influence of numerical noises as artificial stochastic disturbances on a sustained turbulence

Shijie Qin, Shijun Liao

We investigate the large-scale influence of numerical noises as tiny artificial stochastic disturbances on a sustained turbulence. Using the two-dimensional (2D) turbulent Rayleigh…

physics.class-ph2022★ 11 cited

Avoiding small denominator problems by means of the homotopy analysis method

Shijun Liao

The so-called ``small denominator problem'' was a fundamental problem of dynamics, as pointed out by Poincaré. Small denominators appear most commonly in perturbative theory. The D…

nlin.CD2022★ 16 cited

A kind of Lagrangian chaotic property of the Arnold-Beltrami-Childress flow

Shijie Qin, Shijun Liao

Three-dimensional steady-state Arnold-Beltrami-Childress (ABC) flow has a chaotic Lagrangian structure, and also satisfies the Navier-Stokes (NS) equations with an external force p…

physics.gen-ph2021★ 20 cited

Ultra-chaos: an insurmountable objective obstacle of reproducibility and replicability

Shijun Liao, Shijie Qin

In this paper, a new concept, i.e. ultra-chaos, is proposed for the first time. Unlike a normal-chaos, statistical properties such as the probability density functions (PDF) of an…

cs.OH2021★ 35 cited

Three-body problem -- from Newton to supercomputer plus machine learning

Shijun Liao, Xiaoming Li, Yu Yang

The famous three-body problem can be traced back to Newton in 1687, but quite few families of periodic orbits were found in 300 years thereafter. In this paper, we propose an effec…

physics.flu-dyn2021★ 6 cited

Shape of spreading and leveling gravity currents in a Hele-Shaw cell with flow-wise width variation

Zhong Zheng, Aditya A. Ghodgaonkar, Ivan C. Christov

We study the spreading and leveling of a gravity current in a Hele-Shaw cell with flow-wise width variations as an analog for flow {in fractures and horizontally heterogeneous aqui…

cond-mat.mtrl-sci2020★ 3 cited

Prediction of structure-dependent thermal transport behavior in self-folded graphene film validated by molecular dynamics simulation

Anran Wei, Fenglin Guo

Understanding the relationship between the microstructures and overall properties is one of the basic concerns for the material design and applications. As a ubiquitous structural…

physics.flu-dyn2020★ 34 cited

Shape Deformation and Drag Variation of a Coupled Rigid-flexible System in a Flowing Soap Film

Song Gao, Song Pan, Huaicheng Wang +1

We experimentally study the flow past a rigid plate with an attached closed filament acting as a deformable afterbody in the soap film. The complex fluid-structure interactions due…

nlin.CD2019★ 49 cited

On the risks of using double precision in numerical simulations of spatio-temporal chaos

Tianli Hu, Shijun Liao

Due to the butterfly-effect, computer-generated chaotic simulations often deviate exponentially from the true solution, so that it is very hard to obtain a reliable simulation of c…

physics.flu-dyn2018★ 14 cited

A singularity-free analytic solution of rise dynamics of a liquid in a vertical cylindrical capillary

Xiaoxu Zhong, Bohua Sun, Shijun Liao

Capillary driven flow is a famous problem in fluid dynamics which dates back to Leonardo da Vinci. In this paper, we apply an analytic approximation method for highly nonlinear pro…

physics.flu-dyn2017★ 32 cited

On the Limiting Stokes' Wave of Extreme Height in Arbitrary Water Depth

Xiaoxu Zhong, Shijun Liao

As mentioned by Schwartz (1974) and Cokelet (1977), it was failed to gain convergent results of limiting Stokes' waves in extremely shallow water by means of perturbation methods e…

math.NA2016★ 19 cited

On the homotopy analysis method for backward/forward-backward stochastic differential equations

Xiaoxu Zhong, Shijun Liao

In this paper, an analytic approximation method for highly nonlinear equations, namely the homotopy analysis method (HAM), is employed to solve some backward stochastic differentia…

math.NA2016★ 14 cited

On the Generalized Wavelet-Galerkin Method

Zhaochen Yang, Shijun Liao

In the frame of the traditional wavelet-Galerkin method based on the compactly supported wavelets, it is important to calculate the so-called connection coefficients that are some…

math.CO2016★ 15 cited

-log-convexity from linear transformations and polynomials with only real zeros

Bao-Xuan Zhu

In this paper, we mainly study the stability of iterated polynomials and linear transformations preserving the strong -log-convexity of polynomials Let be…

physics.flu-dyn2016★ 24 cited

Observation of two coupled Faraday waves in a vertically vibrating Hele-Shaw cell with one of them oscillating horizontally

Xiaochen Li, Xiaoming Li, Shijun Liao

A system of two-dimensional, two coupled Faraday interfacial waves is experimentally observed at the two interfaces of the three layers of fluids (air, pure ethanol and silicon oil…

math.AP2016★ 23 cited

Analytic Solutions of Von Karman Plate under Arbitrary Uniform Pressure (II): Equations in Integral Form

Xiaoxu Zhong, Shijun Liao

In this paper, the homotopy analysis method (HAM) is successfully applied to solve the Von Karman's plate equations in the integral form for a circular plate with the clamped bound…

cond-mat.mtrl-sci2015★ 3 cited

Gas-like adhesion of two-dimensional materials onto solid surfaces

Zhengrong Guo, Tienchong Chang, Xingming Guo +1

The adhesion of two-dimensional (2D) materials to other surfaces is so far believed to be a solid-solid mechanical contact. Here, we conduct both atomistic simulations and theoreti…