“高分子科学中的人工智能 （Artificial Intelligence in Polymer Science）” 栏目（Section）是Polymers 期刊14个学科栏目之一。目前，该栏目由10位来自全球的知名学者担任编委会成员为该栏目提供学术支持。

本栏目聚焦于人工智能（AI）与机器学习（ML）技术推动高分子科学领域的创新突破。该跨学科专栏聚焦计算科学与高分子研究的交叉融合，倡导以数据驱动的方法应对可持续性、效率提升及下一代高分子技术开发等关键挑战。

https://www.mdpi.com/journal/polymers/sections/Artificial_Intelligence_in_Polymer_Science

精选文章推荐

1. Comparison of Hybrid Machine Learning Approaches for Surrogate Modeling Part Shrinkage in Injection Molding

混合机器学习方法在注塑成型零件收缩率代理建模中的对比研究

Christian Hopmann et al.

https://www.mdpi.com/2073-4360/16/17/2465

2. Machine Learning-Based Process Control for Injection Molding of Recycled Polypropylene

基于机器学习的再生聚丙烯注塑成型过程控制

Davide Masato et al.

https://www.mdpi.com/2073-4360/17/7/940

3. Low-Temperature Sealing Material Database and Optimization Prediction Based on AI and Machine Learning

基于人工智能与机器学习的低温密封材料数据库构建及优化预测

Dongying Ju et al.

https://www.mdpi.com/2073-4360/17/9/1233

特刊推荐

1. Scientific Machine Learning for Polymeric Materials

Guest Editor: Davide Masato, Saeed Farahani and Peng Gao

Submission Deadline: 31 July 2025

https://www.mdpi.com/journal/polymers/special_issues/9018T57H99

2. Application of Artificial Intelligence in Polymer Composites

Guest Editor: Muhammad Muzammil Azad

Submission Deadline: 30 August 2025

https://www.mdpi.com/journal/polymers/special_issues/M5NVY9LXW0

3. Artificial Intelligence in Polymers

Guest Editor: Ming-Xiao Zhu, Guochang Li and Jianyi Xue

Submission Deadline: 31 October 2025

https://www.mdpi.com/journal/polymers/special_issues/P07SJ559BT

4. Multiscale Modeling of Polymeric Systems for Time-Dependent Nonlinear Properties

Guest Editor: Hyeonu Heo and Md Salah Uddin

Submission Deadline: 10 December 2025

https://www.mdpi.com/journal/polymers/special_issues/LY67YOL55E

会议宣传

Polymers：人工智能及高分子材料系列论坛——人工智能在高分子研发中的应用|MDPI Seminar

主席：顾轶卓 副教授

报告人：党智敏 教授与康鹏 副教授

时间：2025.5.9