George Chatzigeorgiou - Publications, H-index & Citations

George Chatzigeorgiou

arts et metiers institute of technology and cnrs and universite de lorraine

33H指数

163论文数

2.8K被引数

收录论文 65

发表时间

Multiscale Thermodynamics-Informed Neural Networks (MuTINN) for nonlinear computations of CNT-coated fuzzy fiber composites accounting for viscoplasticity and interfacial damage 多尺度热力学信息神经网络（MuTINN）用于考虑粘塑性及界面损伤的CNT涂层模糊纤维复合材料非线性计算

Composite Structures

IF7.1

2026-09-07

OAAI

Ibtissam Hanoun; George Chatzigeorgiou; Fodil Meraghni; Maryam Atiqah Mohamad Shukri; Mohammed El Fallaki Idrissi; Tong Boon Tang

Thermodynamics-informed multi-head attention neural networks for constitutive modelling

International Journal of Solids and Structures

IF3.8

2026-01-10

PREAI

Xuyang Zhang; Qiang Chen; Rúben Lourenço; Mohammed El Fallaki Idrissi; Xuefeng Chen; George Chatzigeorgiou; Fodil Meraghni

Experimental investigation and multi-scale Mori–Tanaka modeling of viscoelastic asphalt mastic with imperfect interfaces 实验研究及考虑不完美界面的多尺度Mori–Tanaka模型在粘弹性沥青玛蹄脂中的应用

Construction and Building Materials

IF8

2025-12-18

OAAI

K. Lakshmi Roja; G. Chatzigeorgiou; F. Meraghni; Eyad Masad

A review on the multiscale strategies of dissipative materials under fully coupled thermomechanical conditions 耗散材料在完全耦合热力条件下的多尺度策略综述

ARCHIVE OF APPLIED MECHANICS

IF2.5

2025-11-24

PREAI

Chatzigeorgiou, George; Charalambakis, Nicolas; Meraghni, Fodil

Micromechanics-Informed Neural Networks for Periodic Homogenization of Thermocondcutive Behavior in Unidirectional Composites with Cylindrically Orthotropic Graphite Fibers 基于微力学信息的神经网络用于具有圆柱各向同性石墨纤维的各向同性复合材料中热传导行为的周期性均质化

Applied Mathematical Modelling

IF5.1

2025-11-19

PREAI

Ce Xiao; Qiang Chen; Mohammed El Fallaki Idrissi; Zhibo Yang; Xuefeng Chen; George Chatzigeorgiou; Fodil Meraghni

Hybrid homogenization neural networks for periodic composites 周期复合材料混合均质化神经网络

International Journal of Solids and Structures

IF3.8

2025-08-19

PREAI

Qiang Chen; Wenhui Zhao; Ce Xiao; Zhibo Yang; George Chatzigeorgiou; Fodil Meraghni; Xuefeng Chen

Hierarchical micromechanical modeling for CNT-coated fuzzy fiber composites accounting for viscoplasticity and interfacial damage 考虑粘塑性及界面损伤的CNT涂层毛刷纤维复合材料的分层微力学建模

INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

IF3.8

2025-07-01

PREAI

Hanoun, Ibtissam; Chatzigeorgiou, George; Meraghni, Fodil

Multiscale Thermodynamics-Informed Neural Networks (MuTINN) for nonlinear structural computations of recycled thermoplastic composites 多尺度热力学指导神经网络（MuTINN）在回收热塑性复合材料非线性结构计算中的应用

COMPOSITES PART B-ENGINEERING

IF14.2

2025-07-01

OAAI

Sekkal, S. E.; Idrissi, M. El Fallaki; Meraghni, F.; Chatzigeorgiou, G.; Chinesta, F.

Physics-informed deep neural networks towards finite strain homogenization of unidirectional soft composites 物理信息深度神经网络在单向软复合材料的大应变均质化中的应用

international journal of applied mechanics

IF0

2025-06-04

PREAI

Qiang Chen; Xiaoxiao Du; George Chatzigeorgiou; Fodil Meraghni; Gang Zhao; Zhibo Yang

Microstructure generation and full-field multi-scale analyses for short fiber reinforced thermoplastics: Application to PA66GF composites

COMPOSITE STRUCTURES

IF7.1

2024-08-01

PREAI

Praud, Francis; Schneider, Konrad; Chatzigeorgiou, George; Meraghni, Fodil

Adaptive deep homogenization theory for periodic heterogeneous materials

COMPOSITE STRUCTURES

IF7.1

2024-07-01

PREAI

Wu, Jiajun; Chen, Qiang; Jiang, Jindong; Chatzigeorgiou, George; Meraghni, Fodil

Fully coupled nonlinear thermomechanical modeling of composites using mean-field Mori-Tanaka scheme combined with TFA theory

INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

IF3.8

2024-06-01

PREAI

Chatzigeorgiou, George; Meraghni, Fodil; Chen, Qiang

Multiscale Thermodynamics-Informed Neural Networks (MuTINN) towards fast and frugal inelastic computation of woven composite structures

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2024-05-01

OAAI

Idrissi, M. El Fallaki; Praud, F.; Meraghni, F.; Chinesta, F.; Chatzigeorgiou, G.

Multi-scale FE2 investigation of non linear rate dependent 3D composite structures accounting for fiber-matrix damage

COMPOSITE STRUCTURES

IF7.1

2024-04-01

PREAI

Oukfif, H.; Tikarrouchine, E.; Louar, M. -a.; Chatzigeorgiou, G.; Meraghni, F.

Deep homogenization networks for elastic heterogeneous materials with two- and three-dimensional periodicity

INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

IF3.8

2023-12-01

OAAI

Wu, Jiajun; Jiang, Jindong; Chen, Qiang; Chatzigeorgiou, George; Meraghni, Fodil

Isogeometric homogenization of viscoelastic polymer composites via correspondence principle

COMPOSITE STRUCTURES

IF7.1

2023-11-01

OAAI

Chen, Qiang; Du, Xiaoxiao; Wang, Wei; Chatzigeorgiou, George; Meraghni, Fodil; Zhao, Gang

Experimental and multi-scale investigation of the mechanical behavior of mechanically recycled glass fiber reinforced thermoplastic composites

COMPOSITES PART B-ENGINEERING

IF14.2

2023-09-01

OAAI

Sekkal, Saif Eddine; Meraghni, Fodil; Chatzigeorgiou, George; Peltier, Laurent; Durand, Nelly

Numerical-experimental approach to identify the effect of relative humidity on the material parameters of a rate-dependent damage model for polyamide 66

MECHANICS OF MATERIALS

IF4.1

2023-09-01

OAAI

Satouri, Soheil; Chekkour, Rabii; Chatzigeorgiou, George; Meraghni, Fodil; Robert, Gilles

Physically informed deep homogenization neural network for unidirectional multiphase/multi-inclusion thermoconductive composites 单向多相/多夹杂导热复合材料的物理信息深度均匀化神经网络

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2023-05-01

OAAI

Jiang, Jindong; Wu, Jiajun; Chen, Qiang; Chatzigeorgiou, George; Meraghni, Fodil

Gradient enhanced multi-scale modeling framework for glass fiber reinforced polyamides

INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

IF3.8

2023-04-01

OAAI

Satouri, Soheil; Chatzigeorgiou, George; Benaarbia, Adil; Meraghni, Fodil

研究方向