Physics-Informed Neural Networks (PINNs) for Rapid Flow Field Reconstruction in Fluidized Bed Drying

SSRN Electronic Journal 2026 Preprint Open access

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Authors: jingxuan zhang, Yang Yu, Yuting Ji, Qilong Xue, Jiyun Yuan, Xingxue Zhou, Yanyu Bao, Jinghai Zhang, Fei Zhao, Suchao Chen, Lei Shi, Yong Shi
+1 more Zheng Li
DOI: 10.2139/ssrn.6173744
Cited by: 0
References: 12

Fields of Study & Subjects

Model Reduction and Neural Networks Granular flow and fluidized beds Neural Networks and Applications

Publication details

Journal / source
SSRN Electronic Journal
Publication date
1 January 2026
Document type
Preprint