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Yixin Cheng

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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146

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Scholarly Papers (2)

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1.

A Pinn-Based Transformer Model for Heat Transfer Prediction in Freeze-Drying Process

Number of pages: 29 Posted: 28 Jun 2025
Yixin Cheng, Hua Chen, Xinxin Zhou, Hong Ye and Tingrui Pan
affiliation not provided to SSRN, University of Science and Technology of China (USTC), affiliation not provided to SSRN, University of Science and Technology of China (USTC) - Department of Thermal Science and Energy Engineering and University of Science and Technology of China (USTC)
Downloads 107 (725,554)

Abstract:

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freeze-drying, Heat transfer, primary drying stage, PINN, large language model

2.

Simulation Study of Heat and Mass Transfer Mechanisms During Primary Drying in Dual-Chamber Cartridges

Number of pages: 32 Posted: 31 Dec 2025
Xinxin Zhou, Jing-yu Niu, Yixin Cheng, Hua Chen and Wen-Long Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Science and Technology of China (USTC) and University of Science and Technology of China (USTC)
Downloads 39 (1,222,651)

Abstract:

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Freeze-drying, Dual-chamber cartridge, Primary drying, Heat and Mass transfer, Numerical Simulation