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Xianghua Xu

Tsinghua University

Beijing, 100084

China

SCHOLARLY PAPERS

5

DOWNLOADS

122

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Fusing Physics-Informed Neural Networks and Heat Current Analysis for In-Situ Thermal Characterization

Number of pages: 18 Posted: 12 Dec 2025
Zheng-Chun Lou, Ke-Lun He, Xianghua Xu and Qun Chen
Tsinghua University, North China University of Technology, Tsinghua University and Tsinghua University
Downloads 40 (1,183,237)

Abstract:

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In-Situ Thermal Characterization, Local parameter identification, Physics-informed neural networks, Heat current analysis, Supercritical carbon dioxide

2.

Enhancement of Thermal Management Capability for Aircraft Fuel Heat Sink Via Fuel Tank Optimization

Number of pages: 33 Posted: 08 Apr 2025
Tsinghua University, Tsinghua University, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 36 (1,236,159)

Abstract:

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Fuel heat sink, Thermal Management System, Hot fuel tank, Architecture optimization, Aircraft

3.

Heat Generation Analysis of Aeroengine Fuel System Integrated with Aircraft Thermal Management Evaluation

Number of pages: 33 Posted: 12 Apr 2025
Tsinghua University, Nanjing University of Aeronautics and Astronautics, Tsinghua University, Tsinghua University, Tsinghua University and Nanjing University of Aeronautics and Astronautics
Downloads 23 (1,411,822)

Abstract:

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Heat generation, Aeroengine fuel system, Variable speed system, Thermal Management, Aircraft.

4.

Assessment of Extending Flight Endurance Through Engine Dynamic Clearance Control Via Fuel Heat Sink Utilization

Number of pages: 26 Posted: 02 Apr 2025
Tsinghua University, Nanjing University of Aeronautics and Astronautics, Tsinghua University, Tsinghua University, Tsinghua University and Nanjing University of Aeronautics and Astronautics
Downloads 12 (1,526,714)

Abstract:

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Aircraft, Active clearance control, Fuel heat sink, Flight endurance, Thermal management.

5.

Surrogate Modeling via Physics-Informed Neural Network and Wide-Range Operational Optimization of the Aircraft Fuel Thermal Management System

Number of pages: 38 Posted: 01 Jun 2026
Tsinghua University, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 11 (1,571,455)

Abstract:

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Aircraft fuel thermal management system, Physics‑informed neural network, Flow rate optimization, Multiple temperature limits, Heat load adjustment