百晓学者学者目录

胡衡

副教授、副研究员、教授、研究员、讲师,武汉大学

精选作品

期刊论文

2026

OPFEM: architectural design and implementation of a CAE software for finite element modeling and simulation

Wei Huang, Qun Huang, Jie Yang, Xiao-Wei Bai, Tianyun He, Heng Hu

Acta Mechanica Sinica

2026

Potential energy minimization for structural analysis via decomposition-free quantum computing

Yong-Chun Xu, Heng Hu

Computers & Structures

2026

Towards quantum computing enhanced general computational homogenization without readout problem

Yong-Chun Xu, Zeng-Tao Kuang, Liang Li, Qun Huang, Jie Yang, Kai-Xuan Huang, Zi-Ting Wang, Heng Fan, Heng Hu

International Journal of Mechanical Sciences

2026

Hamiltonian simulation of elastodynamics on a quantum computer via energy conservation mapping

Yong-Chun Xu, Kui Zhao, Hao-Tian Liu, Kai-Xuan Huang, Zhao-Hui Liu, Heng Fan, Heng Hu

Journal of the mechanics and physics of solids

2026

Editorial: Quantum algorithms in computational mechanics

Heng Hu, J. N. Reddy, S. Belouettar, Jie Yang

Acta Mechanica Sinica

2026

High-dimensional data-driven simulation for multiphysics problems with quantum computing

Liang Li, Yong-Chun Xu, Zhaohui Liu, Qun Huang, Jie Yang, Heng Hu

International Journal of Mechanical Sciences

2026

Coupling of data-driven approaches integrating material and structural data for composite structures

Xiao-Wei Bai, Jie Yang, Qun Huang, H. Zahrouni, Heng Hu

Computational Mechanics

2026

Decomposition‐Free Variational Quantum Eigensolvers for Natural Frequency Analysis in Structural Engineering

Yongchun Xu, Heng Hu

International Journal for Numerical Methods in Engineering

2026

Investigation of the grain size effect of multimodal polycrystals with physics-guided data-driven computational methods

Wei Yan, Maoyuan Jiang, Hui Li, Heng Hu

International Journal of Solids and Structures

2026

Design and implementation of a textile meso-scale geometry modeling module within an open-source FEM platform (OPFEM)

Lixiang Yang, Huachuang Wen, Zhaohui Liu, Liangyu Hu, Wei Huang, Salim Belouettar, Heng Hu

Composites Part C Open Access

2025

量子计算:计算力学的新焦点

许永春,匡增涛,黄群,阳杰,胡衡

《力学进展》

2025

Criterion-free and model-free data-driven framework for failure prediction of composites

Liang Li, Jie Yang, Xiao-Wei Bai, Qun Huang, G. Giunta, S. Belouettar, Hui-Cui Li, Heng Hu

Composite structures

2025

Coupling of data-driven and model-driven computing within non-matching meshes

Xiao-Wei Bai, Jie Yang, Qun Huang, Wei Huang, Hui-Cui Li, N. Damil, Heng Hu

Computer Methods in Applied Mechanics and Engineering

2025

Decomposition-free variational quantum linear solver: Application in computational mechanics

Yongchun Xu, Heng Hu

Computer Methods in Applied Mechanics and Engineering

2024

两类数据驱动计算均匀化方法对比研究

白晓伟,赵鲁阳,李亮,罗利龙,阳杰,胡衡

《力学学报》

2024

面向薄壁复合梁结构的数据驱动计算均匀化方法研究

杨义宸,回彦川,黄群,李荟翠,胡衡

《宁夏大学学报(自然科学版中英文)》

2024

A novel strength-energy criterion for bimaterial interface crack propagation

Ping Li, Qian Shao, Liang Li, Jie Yang, Qun Huang, A. Makradi, Heng Hu

International Journal of Solids and Structures

2024

Investigation of FGM membrane wrinkling using reduced models based on a multi-scale method

Siham Khalil, Oussama Elmhaia, Bouazza Braikat, Abdellah Hamdaoui, Heng Hu, Adnane Boukamel, Noureddine Damil

Thin-Walled Structures

2023

A seven-parameter high-order finite element model for multi-stable analysis of variable stiffness laminated shells

Tianyun He, Wei Liang Huang, Zengtao Kuang, Zengtao Kuang, Qun Huang, Rui Hou, Gaetano Giunta, Salim Belouettar, Heng Hu

Thin-Walled Structures

2023

Material database construction for data-driven computing via a continuous path-following method

Yongchun Xu, Jie Yang, Xiaowei Bai, Qun Huang, Noureddine Damil, Heng Hu

Composite Structures

2023

Data-driven computational framework for snap-through problems

Zengtao Kuang, Xiaowei Bai, Qun Huang, Jie Yang, Wei Liang Huang, Salim Belouettar, Heng Hu

International Journal of Solids and Structures

2023

Unified functional based data-model-coupling computing for composite materials and structures

Jie Yang, Ping Li, Yi Zhang, Yanchuan Hui, Lihua Xu, Noureddine Damil, Heng Hu

Composite Structures

2023

A database construction method for data-driven computational mechanics of composites

Liang Li, Qian Shao, Yichen Yang, Zengtao Kuang, Wei Qi Yan, Jie Yang, Ahmed Makradi, Heng Hu

International Journal of Mechanical Sciences

2023

Global/local buckling analysis of thin-walled I-section beams via hierarchical one-dimensional finite elements

Yichen Yang, Yanchuan Hui, Ping Li, Jie Yang, Qun Huang, Gaetano Giunta, Salim Belouettar, Heng Hu

Engineering Structures

2022

A data-driven approach for instability analysis of thin composite structures

Xiaowei Bai, Jie Yang, Wei Qi Yan, Qun Huang, Salim Belouettar, Heng Hu

Computers & Structures

2022

A data-driven CUF-based beam model based on the tree-search algorithm

Yanchuan Hui, Xiaowei Bai, Yichen Yang, Jie Yang, Qun Huang, Xiao Liu, Wei Liang Huang, Gaetano Giunta, Heng Hu

Composite Structures

2022

Data-driven multiscale method for composite plates

Wei Qi Yan, Wei Liang Huang, Qun Huang, Jie Yang, Gaetano Giunta, Salim Belouettar, Heng Hu

Computational Mechanics

2022

Analysis of membrane instability with a two-parameter extended system

Qun Huang, Wei Liang Huang, Jie Yang, Michel Potier‐Ferry, Salim Belouettar, Heng Hu

International Journal of Solids and Structures

2022

A geometrically nonlinear analysis through hierarchical one-dimensional modelling of sandwich beam structures

Yanchuan Hui, Gaetano Giunta, G. De Pietro, Salim Belouettar, Erasmo Carrera, Qun Huang, Xiao Liu, Heng Hu

Acta Mechanica

2022

An investigation on the coupling of data-driven computing and model-driven computing

Jie Yang, Wei Liang Huang, Qun Huang, Heng Hu

Computer Methods in Applied Mechanics and Engineering

2022

Material Twin for composite material microstructure generation and reconstruction

Qian Shao, Ahmed Makradi, David Fiorelli, A. Mikdam, Wei Liang Huang, Heng Hu, Salim Belouettar

Composites Part C Open Access

2021

基于分层数据搜索的数据驱动算法研究

阳杰,白晓伟,颜巍,黄威,黄群,邵倩,胡衡

《固体力学学报》

2021

A hygrothermal stress finite element analysis of laminated beam structures through hierarchical one-dimensional modeling

Y. Hui, Gaetano Giunta, G. De Pietro, Salim Belouettar, Erasmo Carrera, Jie Yang, Heng Hu

Mechanics of Advanced Materials and Structures

2021

Wrinkling analysis of circular membranes by a Fourier based reduced model

Wei Liang Huang, Wei Qi Yan, Rui Xu, Qun Huang, Jie Yang, François Trochu, Heng Hu

Thin-Walled Structures

2021

A computational framework for multi-stability analysis of laminated shells

Zengtao Kuang, Qun Huang, Wei Liang Huang, Jie Yang, Hamid Zahrouni, Michel Potier‐Ferry, Heng Hu

Journal of the Mechanics and Physics of Solids

2020

数据驱动计算力学研究进展

阳杰,徐锐,黄群,邵倩,黄威,胡衡

《固体力学学报》

2020

A novel computational framework for the analysis of bistable composite beam structures

G. De Pietro, Gaetano Giunta, Y. Hui, Salim Belouettar, Heng Hu, Erasmo Carrera

Composite Structures

2020

Data-driven multiscale simulation of FRP based on material twins

Wei Liang Huang, Rui Xu, Jie Yang, Qun Huang, Heng Hu

Composite Structures

2020

The boundary effects on stretch-induced membrane wrinkling

Qun Huang, Jie Yang, Wei Liang Huang, Gaetano Giunta, Salim Belouettar, Heng Hu

Thin-Walled Structures

2020

Hierarchical beam finite elements for geometrically nonlinear analysis coupled with Asymptotic Numerical Method

Yanchuan Hui, Qun Huang, G. De Pietro, Gaetano Giunta, Heng Hu, Salim Belouettar, Erasmo Carrera

Mechanics of Advanced Materials and Structures

2020

Data-driven multiscale finite element method: From concurrence to separation

Rui Xu, Jie Yang, Wei Qi Yan, Qun Huang, Gaetano Giunta, Salim Belouettar, Hamid Zahrouni, Tarak Ben Zineb, Heng Hu

Computer Methods in Applied Mechanics and Engineering

2020

Transverse compaction of 2D glass woven fabrics based on material twins – Part II: Tow and fabric deformations

Wei Liang Huang, Philippe Causse, Heng Hu, Salim Belouettar, François Trochu

Composite Structures

2020

Transverse compaction of 2D glass woven fabrics based on material twins – Part I: Geometric analysis

Wei Liang Huang, Philippe Causse, Heng Hu, Salim Belouettar, François Trochu

Composite Structures

2019

Changing variables in Taylor series with applications to PDEs

Jie Yang, Yao Koutsawa, Michel Potier‐Ferry, Heng Hu

Engineering Analysis with Boundary Elements

2019

Numerical and experimental investigation of saturated transverse permeability of 2D woven glass fabrics based on material twins

Wei Liang Huang, Philippe Causse, Heng Hu, François Trochu

Polymer Composites

2019

Reconstruction of mesostructural material twin models of engineering textiles based on Micro-CT Aided Geometric Modeling

Wei Liang Huang, Philippe Causse, Vladimir Braïlovski, Heng Hu, François Trochu

Composites Part A Applied Science and Manufacturing

2019

An efficient approach for post-buckling analysis of sandwich structures with elastic-plastic material behavior

Qun Huang, Jongchol Choe, Jie Yang, Yanchuan Hui, Rui Xu, Heng Hu

International Journal of Engineering Science

2019

Multiscale CUF-FE2 nonlinear analysis of composite beam structures

Y. Hui, Rui Xu, Gaetano Giunta, G. De Pietro, Heng Hu, Salim Belouettar, Erasmo Carrera

Computers & Structures

2019

The effects of kinematics on post-buckling analysis of sandwich structures

Qun Huang, Jongchol Choe, Jie Yang, Rui Xu, Yanchuan Hui, Heng Hu

Thin-Walled Structures

2019

A Multiscale Modeling on Shape Memory Alloy Based Cellular Materials

Rui Xu, Céline Bouby, Hamid Zahrouni, Tarak Ben Zineb, Heng Hu, Michel Potier‐Ferry

HAL (Le Centre pour la Communication Scientifique Directe)

2019

A Double Scale Analysis on the Instability Phenomena of Long Fiber Reinforced Materials

Rui Xu, Yanchuan Hui, Heng Hu, Qun Huang, Hamid Zahrouni, Tarak Ben Zineb, Michel Potier‐Ferry

HAL (Le Centre pour la Communication Scientifique Directe)

2019

Séries de Taylor et méthodes de Trefftz

Jie Yang, Michel Potier‐Ferry, Heng Hu, Yao Koutsawa, Hui Tian

HAL (Le Centre pour la Communication Scientifique Directe)

2019

Trefftz Methods and Taylor Series

Jie Yang, Michel Potier‐Ferry, Koffi Akpama, Heng Hu, Yao Koutsawa, Haitao Tian, Djédjé Sylvain Zézé

Archives of Computational Methods in Engineering

2019

Structural-Genome-Driven computing for composite structures

Jie Yang, Rui Xu, Heng Hu, Qun Huang, Wei Liang Huang

Composite Structures

2019

A data-driven analysis on bridging techniques for heterogeneous materials and structures

Qian Shao, Jian Liu, Qun Huang, Jie Yang, Heng Hu, Salim Belouettar, Gaetano Giunta

Mechanics of Advanced Materials and Structures

2018

A Fourier-related FE2 multiscale model for instability phenomena of long fiber reinforced materials

Rui Xu, Yanchuan Hui, Heng Hu, Qun Huang, Hamid Zahrouni, Tarak Ben Zineb, Michel Potier‐Ferry

Composite Structures

2018

Geometrically Nonlinear Analysis of Beam Structures via Hierarchical One-Dimensional Finite Elements

Y. Hui, G. De Pietro, Gaetano Giunta, Salim Belouettar, Heng Hu, Erasmo Carrera, A. Pagani

Mathematical Problems in Engineering

2018

Multiscale analysis of membrane instability by using the Arlequin method

Qun Huang, Zengtao Kuang, Heng Hu, Michel Potier‐Ferry

International Journal of Solids and Structures

2018

Solving the stationary Navier–Stokes equations by using Taylor meshless method

Jie Yang, Michel Potier‐Ferry, Heng Hu

Engineering Analysis with Boundary Elements

2018

A Fourier based reduced model for wrinkling analysis of circular membranes

Wei Liang Huang, Qun Huang, Yin Liu, Jie Yang, Heng Hu, François Trochu, Philippe Causse

Computer Methods in Applied Mechanics and Engineering

2018

A Multiscale Analysis on the Superelasticity Behavior of Architected Shape Memory Alloy Materials

Rui Xu, Céline Bouby, Hamid Zahrouni, Tarak Ben Zineb, Heng Hu, Michel Potier‐Ferry

Materials

2018

An efficient approach to investigate the post-buckling behaviors of sandwich structures

Jongchol Choe, Qun Huang, Jie Yang, Heng Hu

Composite Structures

2018

Least‐square collocation and Lagrange multipliers forTaylor meshless method

Jie Yang, Heng Hu, Michel Potier‐Ferry

Numerical Methods for Partial Differential Equations

2018

Multi‐scale modeling of the thermomechanical behavior of shape memory alloy / polymer composites by multilevel finite element method

Hamid Zahrouni, Rui Xu, Céline Bouby, Tarak Ben Zineb, Heng Hu, Michel Potier‐Ferry

HAL (Le Centre pour la Communication Scientifique Directe)

2018

3D modeling of shape memory alloy fiber reinforced composites by multiscale finite element method

Rui Xu, Céline Bouby, Hamid Zahrouni, Tarak Ben Zineb, Heng Hu, Michel Potier‐Ferry

Composite Structures

2018

Computing singular solutions to partial differential equations by Taylor series

Jie Yang, Heng Hu, Michel Potier‐Ferry

Comptes Rendus Mécanique

2017

Taylor meshless method for solving non-linear partial differential equations

Jie Yang, Heng Hu, Yao Koutsawa, Michel Potier‐Ferry

Journal of Computational Physics

2017

A robust Riks-like path following method for strain-actuated snap-through phenomena in soft solids

Yin Liu, Shenyang Liang, Qun Huang, Heng Hu, Yonggang Zheng, Hongwu Zhang, Qian Shao

Computer Methods in Applied Mechanics and Engineering

2017

A two-dimensional Fourier-series finite element for wrinkling analysis of thin films on compliant substrates

Qun Huang, Rui Xu, Yin Liu, Heng Hu, Gaetano Giunta, Salim Belouettar, Michel Potier‐Ferry

Thin-Walled Structures

2017

A Fourier-related double scale analysis on the instability phenomena of sandwich plates

Qun Huang, Yin Liu, Heng Hu, Qian Shao, Kun Yu, Gaetano Giunta, Salim Belouettar, Michel Potier‐Ferry

Computer Methods in Applied Mechanics and Engineering

2017

Solving large‐scale problems by Taylor Meshless method

Jie Yang, Heng Hu, Michel Potier‐Ferry

International Journal for Numerical Methods in Engineering

2016

A free vibration analysis of three-dimensional sandwich beams using hierarchical one-dimensional finite elements

Y. Hui, Gaetano Giunta, Salim Belouettar, Qun Huang, Heng Hu, Erasmo Carrera

Composites Part B Engineering

2016

A new Fourier-related double scale analysis for wrinkling analysis of thin films on compliant substrates

Qun Huang, Jie Yang, Wei Liang Huang, Yin Liu, Heng Hu, Gaetano Giunta, Salim Belouettar

Composite Structures

2016

Hierarchical one-dimensional finite elements for the thermal stress analysis of three-dimensional functionally graded beams

G. De Pietro, Y. Hui, Gaetano Giunta, Salim Belouettar, Erasmo Carrera, Heng Hu

Composite Structures

2016

Mixed-dimensional modeling by means of solid and higher-order multi-layered plate finite elements

Fabio Biscani, Gaetano Giunta, Salim Belouettar, Heng Hu, Erasmo Carrera

Mechanics of Advanced Materials and Structures

2015

Thermal wrinkling of thin membranes using a Fourier-related double scale approach

Kodjo Attipou, Heng Hu, Foudil Mohri, Michel Potier‐Ferry, Salim Belouettar

Thin-Walled Structures

2015

Macroscopic simulation of membrane wrinkling for various loading cases

Qun Huang, Heng Hu, Kun Yu, Michel Potier‐Ferry, Salim Belouettar, Noureddine Damil

International Journal of Solids and Structures

2014

Multiple bifurcations in wrinkling analysis of thin films on compliant substrates

Fan Xu, Michel Potier‐Ferry, Salim Belouettar, Heng Hu

International Journal of Non-Linear Mechanics

2014

A new family of finite elements for wrinkling analysis of thin films on compliant substrates

Jie Yang, Qun Huang, Heng Hu, Gaetano Giunta, Salim Belouettar, Michel Potier‐Ferry

Composite Structures

2014

A novel two-dimensional finite element to study the instability phenomena of sandwich plates

Kun Yu, Heng Hu, Huayuan Tang, Gaetano Giunta, Michel Potier‐Ferry, Salim Belouettar

Computer Methods in Applied Mechanics and Engineering

2014

Membrane wrinkling revisited from a multi-scale point of view

Noureddine Damil, Michel Potier‐Ferry, Heng Hu

Advanced Modeling and Simulation in Engineering Sciences

2013

Analysis of nano-plates by atomistic-refined models accounting for surface free energy effect

Gaetano Giunta, Yao Koutsawa, Salim Belouettar, Heng Hu

Acta Mechanica

2013

New nonlinear multi-scale models for wrinkled membranes

Noureddine Damil, Michel Potier‐Ferry, Heng Hu

Comptes Rendus Mécanique

2013

Static, free vibration and stability analysis of three-dimensional nano-beams by atomistic refined models accounting for surface free energy effect

Gaetano Giunta, Yao Koutsawa, Salim Belouettar, Heng Hu

International Journal of Solids and Structures

2012

A tool for design of heterogeneous materials with desired physical properties using statistical continuum theory

A. Mikdam, Redjem Belouettar, David Fiorelli, Heng Hu, Ahmed Makradi

Materials Science and Engineering A

2012

Multi-scale techniques to analyze instabilities in sandwich structures

Kun Yu, Heng Hu, Siyu Chen, Salim Belouettar, Michel Potier‐Ferry

Composite Structures

2012

A new Fourier-related double scale analysis for instability phenomena in sandwich structures

Yin Liu, Kun Yu, Heng Hu, Salim Belouettar, Michel Potier‐Ferry, Noureddine Damil

International Journal of Solids and Structures

2012

About macroscopic models of instability pattern formation

Khadija Mhada, Bouazza Braikat, Heng Hu, Noureddine Damil, Michel Potier‐Ferry

International Journal of Solids and Structures

2012

Variable kinematic plate elements coupled via Arlequin method

Fabio Biscani, Gaetano Giunta, Salim Belouettar, Erasmo Carrera, Heng Hu

International Journal for Numerical Methods in Engineering

2011

Multi-scale modelling of sandwich structures using hierarchical kinematics

Qizhi He, Heng Hu, Salim Belouettar, G. Guinta, K. Yu, Yin Liu, Fabio Biscani, Erasmo Carrera, Michel Potier‐Ferry

Composite Structures

2011

A bridging technique to analyze the influence of boundary conditions on instability patterns

Heng Hu, Noureddine Damil, Michel Potier‐Ferry

Journal of Computational Physics

2010

用慢变傅立叶系数法研究失稳现象

余堃,胡衡,N.Damil,M.Potier-Ferry

《固体力学学报》

2010

Assessment of various kinematic models for instability analysis of sandwich beams

Heng Hu, Salim Belouettar, Michel Potier‐Ferry, Ahmed Makradi, Yao Koutsawa

Engineering Structures

2010

Variable kinematic beam elements coupled via Arlequin method

Fabio Biscani, Gaetano Giunta, Salim Belouettar, Erasmo Carrera, Heng Hu

Composite Structures

2009

Multi-scale nonlinear modelling of sandwich structures using the Arlequin method

Heng Hu, Salim Belouettar, Michel Potier‐Ferry, El Mostafa Daya, Ahmed Makradi

Composite Structures

2009

A novel finite element for global and local buckling analysis of sandwich beams

Heng Hu, Salim Belouettar, Michel Potier‐Ferry, Ahmed Makradi

Composite Structures

2008

Multi-scale modelling of sandwich structures using the Arlequin method Part I: Linear modelling

Heng Hu, Salim Belouettar, Michel Potier‐Ferry, El Mostafa Daya

Finite Elements in Analysis and Design

An updated Lagrangian computational homogenization framework for large deformation of thin composite beams/shells

Tianyun He, Xiao-Wei Bai, Qun Huang, Jie Yang, H. Zahrouni, Heng Hu

Thin-walled structures

会议论文

2025

面向复合材料与结构的数据驱动计算力学方法研究

阳杰,白晓伟,黄威,黄群,胡衡

《中国力学大会-2025摘要集(第三册)》

2025

计算均匀化在复材薄壁结构中适用范围的界定

刘育彤,回彦川,胡衡,刘晓,黄群,刘昭辉,李荟萃,阳杰,Erasmo Carrera

《中国力学大会-2025摘要集(第三册)》

2018

夹层结构的后屈曲行为预测

Jongchol Choe, 黄群, 胡衡, 邵倩, 刘银

《2018年全国固体力学学术会议摘要集(上)》

2018

针对长纤维复合材料失稳现象的多尺度有限元缩减建模

徐锐,回彦川,黄群,胡衡

《2018年全国固体力学学术会议摘要集(下)》

2017

桥域多尺度方法耦合参数的敏感性分析

刘健,邵倩,黄群,阳杰,余堃,胡衡

《第十一届南方计算力学学术会议(SCCM-11)摘要集》

2017

用多尺度模型研究薄膜结构的屈曲褶皱现象

黄群,Choe Jongchol,徐锐,胡衡

《第十一届南方计算力学学术会议(SCCM-11)摘要集》

2010

慢变傅立叶系数法研究

余堃,胡衡,N.Damil,M.Potier-Ferry

《中国计算力学大会'2010(CCCM2010)暨第八届南方计算力学学术会议(SCCM8)论文集》

书籍章节

2019

Multiscale Nonlinear Analysis of Beam Structures by Means of the Carrera Unified Formulation

Y. Hui, Gaetano Giunta, Salim Belouettar, Heng Hu, Erasmo Carrera

PoliTO Springer series

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