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Towards climate-resilient pavement under cold coastal environments: A multi-head physics-informed neural framework for explanation and estimation of asphalt-based materials degradation

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Year: 2026
Type: article
Source: Polymer Degradation and Stability
DOI: 10.1016/j.polymdegradstab.2026.112458
Authors: Shiyuan Li, Shengkang Zhang, Huining Xu, Zequan Xu, Ying Qu, Shaoqing Ma, Chuanzhou You, Yuhua Wang, Yu Zhang, Kangsen Wu, Laifa Wang
Institutions: Harbin Institute of Technology, The University of Tokyo, University of Malaya, Wuhan University of Technology, Keio University
Language: English

Topic: Asphalt Pavement Performance Evaluation
Subfield: Civil and Structural Engineering
Field: Engineering
Domain: Physical Sciences
SDGs: Climate action, Industry, innovation and infrastructure, Sustainable cities and communities

Open Access status: closed

Funders: National Natural Science Foundation of China, Ministry of Science and Technology of the People's Republic of China, Natural Science Foundation of Heilongjiang Province, Qinghai Provincial Department of Science and Technology, National Key Research and Development Program of China
Awards: G413582156, G4199855674, G5505016968, G7272885975
OpenAlex ID: W7211918436
FWCI:
Cites: 67
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