Work

Outside Front Cover: Volume 6 Issue 6

Year: 2025

Type: article

Abstract: Outside front cover image: A machine learning-enabled design method for soft magnetoresponsive materials (SMRMs): this method integrates three components—image target conversion, machine learning-based deformation prediction, and evolutionary algorithm-driven reverse optimization. By inputting the target deformation curve, such as the undulating swimming pattern of a fish, the internal magnetization distribution (M) and external magnetic field direction (B) that match the deformation can be rapidly output within minutes. (https://onlinelibrary.wiley.com/doi/full/10.1002/smm2.70051)

Source: SmartMat

DOI: 10.1002/smm2.70056

Authors: Xin Ye, Yilong Zhang, Hanlin Zhu, Hui Huang, Rui Lv, Shiwei Zhao, Yan Zhao, Chao Jiang

Institutions: Hunan University, Beihang University

Language: English

Topic: Advanced Materials and Mechanics

Subfield: Mechanical Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $3,300

OpenAlex ID: W7117968829

FWCI:

Cites:

Cited by:

Related to: