Work

Orientation-aware interaction-based deep material network in polycrystalline materials modeling

Year: 2025

Type: article

Source: Computer Methods in Applied Mechanics and Engineering

DOI: 10.1016/j.cma.2025.117977

Authors: Ting-Ju Wei, Tung-Huan Su, Chuin-Shan Chen

Institution: National Taiwan University

Language: English

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: green

Funders: National Science and Technology Council, Artificial Intelligence Research Center, National Science and Technology Council

Awards: Design and Development of Composites and Multi-Materials Heterogeneous Interfaces with Superior Mechanical Performance by Advanced Additive Manufacturing Optimized by Materials Genome Initiative Approaches( I ), Data-Driven Multiscale Materials and Mechanics Modeling, G5356942726

OpenAlex ID: W4409316645

FWCI: 1.775

Cites: 36

Cited by: 10

Related to: 10