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Chengcheng Shen

Chinese Academy of Sciences

H指数:4

被引数:60

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Microstructural images reconstruction of heterogeneous materials using generative adversarial networks

基于生成对抗网络的非均质材料微观结构图像重建

MATERIALS & DESIGN

IF7.9

2026-09-030

OAAI

Pixel-level finite difference-enhanced physics-informed U-Net for heat conduction and effective properties prediction in heterogeneous composites using digital microstructure images

基于像素级有限差分增强的物理信息U-Net，用于利用数字微观结构图像预测复合材料中的热传导和有效性能

Advances in Engineering Software

IF5.7

2026-09-010

PRE

Rotary Vector-Inspired Metastructures for Passive Sensing of Minor Deformations in Rotating Machinery: Theoretical Modelling and Machine Learning Approaches

旋转矢量启发元结构在旋转机械微小变形被动感知中的应用：理论建模与机器学习方法

Applied Mathematical Modelling

IF5.1

2025-11-040

PRE

A multi-subnets physics-informed neural network (Ms-PINN) model for transient heat transfer analysis in materials with heterogeneous microstructures

用于非均质微结构材料瞬态传热分析的多子网物理通知神经网络 (ms-pinn) 模型

Engineering with Computers

IF4.9

2025-07-280

PRE

Predicting effective thermal conductivity of fibrous and particulate composite materials using convolutional neural network

MECHANICS OF MATERIALS

IF4.1

2023-11-0114

PRE