Concepedia

Jimmy Jean

JJ

4

Publications

88

Citations

4

H-Index

2022

Active since

Affiliations

National Taiwan University(Current)

Jimmy Jean is an author at National Taiwan University specializing in structural optimization, machine learning, and mechanical engineering.

Top concepts

EngineeringMachine LearningMechanical EngineeringStructural OptimizationMechanicsData ScienceGraph TheorySolid MechanicsComputer ScienceGraph Processing

Publications per year

2022–2024

4

Publications

4

StructGNN: An efficient graph neural network framework for static structural analysis

Yuan‐Tung Chou, Wei-Tze Chang, Jimmy Jean et al. · Computers & Structures · 2024 · 43 citations · Full text

Structured Prediction, Geometric Learning, Engineering +19

Multiscale computational solid mechanics: data and machine learning

Tung-Huan Su, Szu-Jui Huang, Jimmy Jean et al. · Journal of Mechanics · 2022 · 25 citations · Full text

Engineering, Multiscale Mechanics, Machine Learning +19

Model-free data-driven identification algorithm enhanced by local manifold learning

Tung-Huan Su, Jimmy Jean, Chuin‐Shan Chen · Computational Mechanics · 2022 · 10 citations

Graph-enhanced deep material network: multiscale materials modeling with microstructural informatics

Jimmy Jean, Tung-Huan Su, Szu-Jui Huang et al. · Computational Mechanics · 2024 · 10 citations · Full text

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