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Jianxing Yu

Tianjin University

92, Weijin Road

Nankai District

Tianjin, 300072

China

  • Tianjin University

SCHOLARLY PAPERS

11

DOWNLOADS

535

TOTAL CITATIONS

9

Scholarly Papers (11)

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1.

Transfer Learning-Enhanced Physics-Informed Neural Networks for Predicting Fatigue Crack Growth in Hydrogen Pipelines

Number of pages: 34 Posted: 20 Mar 2025
Jianxing Yu, Zhongzhen Sun, Zi-Hang Jin, Ye-Fan Su and Hao-Lin Shi
Tianjin University, Tianjin University, Tianjin University, Tianjin University and Tianjin University
Downloads 109 (669,616)

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Fatigue crack growth rate, Physics-informed neural networks, Transfer learning, Hydrogen embrittlement, Structural integrity

2.

Reliability-Based Design Method for Marine Structures Combining Topology, Shape, and Size Optimization

Number of pages: 35 Posted: 26 May 2023
Yang Yu, Mingxiu Wei, Jianxing Yu, Yupeng Cui, Ruilong Gao, Zewei Dong and Xiangyang Wang
Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tianjin University and Tianjin University
Downloads 99 (694,528)
Citation 3

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Reliability-based design optimization, topology optimization, Shape optimization, Size optimization, Advanced arc interpolation method, Sequential optimization and reliability assessment

3.

Gpu Accelerated Vortex-Induced Vibration Simulation Using Deep Learning Framework Jax: Efficiency and Accuracy Strategies

Downloads 79 (837,727)

Gpu Accelerated Vortex-Induced Vibration Simulation Using Deep Learning Framework Jax: Efficiency and Accuracy Strategies

Number of pages: 34 Posted: 23 Apr 2025
Haiming Zhu, Yuan Yang, Zunfeng Du and Jianxing Yu
Tianjin University, Tianjin University, Tianjin University and Tianjin University
Downloads 56 (1,060,784)

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vortex-induced vibration (VIV), lattice Boltzmann method (LBM), immersed boundary method (IBM), GPU acceleration, JAX

Gpu Accelerated Vortex-Induced Vibration Simulation Using Deep Learning Framework Jax: Efficiency and Accuracy Strategies

Number of pages: 27 Posted: 15 May 2025
Haiming Zhu, Yuan Yang, Zunfeng Du and Jianxing Yu
Tianjin University, Tianjin University, Tianjin University and Tianjin University
Downloads 23 (1,459,262)

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vortex-induced vibration (VIV), lattice Boltzmann method (LBM), immersed boundary method (IBM), GPU acceleration, JAX

4.

Effect of Hvof Spraying Process on Particle Behavior of Fe-Based Amorphous Alloy Coatings

Number of pages: 28 Posted: 24 Mar 2022
Jianxing Yu, Xin Liu, Yang Yu, Zhenmian Li, Shengbo Xu, Haoda Li, Weipeng Xu, Siyuan Cheng and Pengfei Liu
Tianjin University, affiliation not provided to SSRN, Tianjin University, affiliation not provided to SSRN, affiliation not provided to SSRN, Tianjin University, affiliation not provided to SSRN, Tianjin University and affiliation not provided to SSRN
Downloads 52 (1,052,702)
Citation 4

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HVOF, Fe-based amorphous alloy, Particle behavior, Coating properties.

5.

Research on Bearing Characteristics of Deep-Water Gravity Anchor in Clay

Number of pages: 29 Posted: 23 Aug 2022
Jianxing Yu, Pengfei Liu, Yang Yu, Xin Liu, Haoda Li, Ruoke Sun and Xuyang Zong
Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tianjin University and affiliation not provided to SSRN
Downloads 37 (1,236,159)

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Bearing characteristics, Gravity anchor, clay, V-H failure envelope curve

6.

Binary Classification of Marine Corrosion Using Deep Learning: A Comparative Benchmark Analysis Across Multi-Source Datasets

Number of pages: 45 Posted: 15 Jul 2025
Jianxing Yu, Benard Aijuka Mashaija and Castor Neleson Mwankefu
Tianjin University, Tianjin University and Tianjin University
Downloads 34 (1,290,922)

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Marine corrosion, Deep learning, Binary classification, ResNet50, InceptionV3, KAI software

7.

Kinetic Studies of the Secondary Hydrate Formation in Porous Media Based on Experiments in a Cubic Hydrate Simulator and a New Kinetic Model

Number of pages: 42 Posted: 29 May 2023
Changwen Xiao, Xiao-Sen Li, Gang Li, Yi-Song Yu, Yang Yu, Yi-Fan Weng, Jian-Wu Liu, Qiunan Lv and Jianxing Yu
Tianjin University, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Energy Conversion, Guangzhou Institute of Energy Conversion, Guangzhou Institute of Energy Conversion, Tianjin University, Guangzhou Institute of Energy Conversion, Guangzhou Institute of Energy Conversion, Guangzhou Institute of Energy Conversion and Tianjin University
Downloads 33 (1,277,121)
Citation 2

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Secondary hydrate formation, Cubic hydrate simulator, Kinetic model, Hydrate morphology, Heterogeneous manner

8.

Dynamic Analysis of Interaction between Catenary Riser and Soft Seabed

Number of pages: 22 Posted: 20 Apr 2023
Jianxing Yu, Pengfei Liu, Yang Yu, Xin Liu, Haoda Li and Ruoke Sun
Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tianjin University and Tianjin University
Downloads 30 (1,318,317)

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SCR, Clay seabed, Steel pipe, Riser-seabed interaction

9.

Experimental Measurement and Clustered Equal Diameter Particle Model of Permeability with Methane Hydrate in Glass Beads

Number of pages: 40 Posted: 16 Feb 2022
Changwen Xiao, Xiao-Sen Li, Qiunan Lv, Yang Yu, Jianxing Yu, Gang Li and Pengfei Shen
Tianjin University, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Energy Conversion, Guangzhou Institute of Energy Conversion, Tianjin University, Tianjin University, Guangzhou Institute of Energy Conversion and Hebei University of Engineering
Downloads 30 (1,318,317)

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Permeability, glass beads, methane hydrate, clustered equal diameter particle model

10.

Research on the Effect Of Water on Riser-Clay-Water Interaction and Analysis of the Riser Movement Form

Number of pages: 41 Posted: 11 Jul 2024
Yaofeng You, Jianxing Yu, Yang Yu and Pengfei Liu
Tianjin University, Tianjin University, Tianjin University and Tianjin University
Downloads 19 (1,459,862)

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Steel catenary riser, Volume of fluid method, Clay, Water, Resistance, Trench

11.

Numerical Investigation of Dynamic Response of HDPE Raft-Cage Aquaculture Systems Under Combined Wave-Current Conditions: Multi-System Coupling Analysis

Number of pages: 39 Posted: 22 Apr 2026
Fei Fu, Xiaoying Zhang, Zhanbin Meng, Di Ren, Xiangxi Han, Jianxing Yu and Zhe Hu
Beibu Gulf University, affiliation not provided to SSRN, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Tianjin University and affiliation not provided to SSRN
Downloads 13 (1,518,554)

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Raft-cage aquaculture system, Combined wave-current action, Dynamic response, Volume reduction, Numerical simulation