相关实验视频

Updated: Jun 23, 2026

Environmentally-controlled Microtensile Testing of Mechanically-adaptive Polymer Nanocomposites for ex vivo Characterization
11:38

Environmentally-controlled Microtensile Testing of Mechanically-adaptive Polymer Nanocomposites for ex vivo Characterization

Published on: August 20, 2013

10.6K

机器学习框架用于评估聚合物复合材料微尺度接口凝聚区模型

Zheng Li1, Juan Du1, Hui Yi1

  • 1Department of Engineering Mechanics, Dalian University of Technology, Dalian, Liaoning 116024, China.

ACS applied materials & interfaces
|November 3, 2025
PubMed
概括

本研究引入了一种机器学习-分子动力学框架,用于预测聚合物复合材料的凝聚区模型参数. 这种可扩展的方法减少了计算成本和对传统分子动力学模拟的依赖.

关键词:
凝聚性区域模型模型机器学习 机器学习微尺度界面的界面是微观的分子动力学分子动力学多层次的多层次的

更多相关视频

A Testing Platform for Durability Studies of Polymers and Fiber-reinforced Polymer Composites under Concurrent Hygrothermo-mechanical Stimuli07:15

A Testing Platform for Durability Studies of Polymers and Fiber-reinforced Polymer Composites under Concurrent Hygrothermo-mechanical Stimuli

Published on: December 11, 2014

14.1K
Reconstituting and Characterizing Actin-Microtubule Composites with Tunable Motor-Driven Dynamics and Mechanics09:10

Reconstituting and Characterizing Actin-Microtubule Composites with Tunable Motor-Driven Dynamics and Mechanics

Published on: August 25, 2022

3.7K

相关概念视频

Classification and Mechanical Properties of Synthetic Polymers01:28

Classification and Mechanical Properties of Synthetic Polymers

Synthetic polymers are classified as elastomers, fibers, or plastics based on their crystallinity. Crystallinity, the degree of long-range order in the solid state, influences the mechanical properties (stretching or contracting) of elastomers. Elastomers are flexible polymers that can expand or contract easily upon the application of an external force. They have numerous crosslinks that pull them back into their original shape when stress is removed. Silicones, for instance, are highly elastic...