Advanced science (Weinheim, Baden-Wurttemberg, Germany)
Physics-Embedded Neural Network: A Novel Approach to Design Polymeric Materials.
Siqi Zhan, Hengheng Zhao, Haotian Wang, Zhanjie Liu, Qian Li, Weifeng Zhang, Qingsong Zhao, Liqun Zhang, Jun Liu
Published: 202610.1002/advs.202522475
Abstract
Designing and developing high-performance polymeric materials with machine learning has become a major trend in materials science. However, conventional data-driven neural network models often suffer from the "black-box" problem, lacking physical con…
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