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Zhiyuan Fu

Anyang Normal University

436 Xiange Ave

Anyang, 455002

China

  • Anyang Normal University

SCHOLARLY PAPERS

6

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184

TOTAL CITATIONS

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Scholarly Papers (6)

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1.

GAN-Enhanced Prediction and Optimization of Three-Phase Products in Catalytic Pyrolysis of Sludge

Downloads 55 (1,010,164)

GAN-Enhanced Prediction and Optimization of Three-Phase Products in Catalytic Pyrolysis of Sludge

Number of pages: 34 Posted: 28 Aug 2025 Last Revised: 06 Sep 2025
Yuhang Sun, Zhiyuan Fu, Xuewen Han, Na Jiang, Jinkai Han, Wei Qi, Nebojša Manić, Qiong Wang, Zhitong Yao and Junwen Pu
affiliation not provided to SSRN, Anyang Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Guangzhou Institute of Energy Conversion, University of Belgrade, Institute of Zhejiang University-Quzhou, Hangzhou Dianzi University and affiliation not provided to SSRN
Downloads 32 (1,326,242)

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Machine Learning, Sludge pyrolysis, Three-phase products, Prediction platform

GAN-Enhanced Prediction and Optimization of Three-Phase Products in Catalytic Pyrolysis of Sludge

Number of pages: 34 Posted: 13 Sep 2025
Yuhang Sun, Zhiyuan Fu, Xuewen Han, Na Jiang, Jinkai Han, Wei Qi, Nebojša Manić, Qiong Wang, Zhitong Yao and Junwen Pu
affiliation not provided to SSRN, Anyang Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Guangzhou Institute of Energy Conversion, University of Belgrade, Institute of Zhejiang University-Quzhou, Hangzhou Dianzi University and affiliation not provided to SSRN
Downloads 23 (1,459,262)

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machine learning, Sludge pyrolysis, Three-phase products, Prediction platform

2.

Perception Meets Flood Risk: Integrating Human Senses into Spatial Analysis of Urban Resilience in Historic Districts

Number of pages: 23 Posted: 06 Nov 2025
Yixuan Jia, Zhiyuan Fu and Tao Li
University of South China, Anyang Normal University and University of South China
Downloads 36 (1,249,711)

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Keywords: Environmental Perception, Flood Risk, GWRF Model, SHAP Analysis, Response Mechanism

3.

Gan-Enhanced Prediction and Optimization of Three-Phase Products in Catalytic Pyrolysis of Sludge

Number of pages: 39 Posted: 16 Jun 2025
Yuhang Sun, Zhiyuan Fu, Xuewen Han, Na Jiang, Jinkai Han, Wei Qi, Nebojša Manić, Qiong Wang, Zhitong Yao and Junwen Pu
affiliation not provided to SSRN, Anyang Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Guangzhou Institute of Energy Conversion, University of Belgrade, Institute of Zhejiang University-Quzhou, Hangzhou Dianzi University and affiliation not provided to SSRN
Downloads 36 (1,249,711)

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Machine Learning, Sludge pyrolysis, Three-phase products, Prediction platform

4.

Gan-Enhanced Machine Learning for Predicting and Optimizing Three-Phase Products in Sludge Pyrolysis

Number of pages: 41 Posted: 22 Apr 2025
Yuhang Sun, Qiong Wang, Zhiyuan Fu, Xuewen Han, Na Jiang, Jinkai Han, Wei Qi, Junwen Pu and Zhitong Yao
affiliation not provided to SSRN, Institute of Zhejiang University-Quzhou, Anyang Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Guangzhou Institute of Energy Conversion, affiliation not provided to SSRN and Hangzhou Dianzi University
Downloads 26 (1,385,945)

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Machine learning, Sludge pyrolysis, Three-phase products, Prediction platform

5.

From Correlation to Causation: A Machine Learning and Causal Inference Framework for Identifying Environmental Drivers of Mid-Holocene Settlement Strategies in the Xiliao River Region, Northeast China

Number of pages: 65 Posted: 21 Jan 2026
Fei Gao, Zhiyuan Fu, Yu Xin and Hui Liu
Xi'an University of Architecture & Technology, Anyang Normal University, Xi'an University of Architecture & Technology and Xi'an University of Architecture & Technology
Downloads 21 (1,470,786)

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Causal inference, Machine Learning, Mid-Holocene, Xiliao River, Climate adaptation

6.

Multi-Scale Spatio-Temporal Characteristics and Influencing Factors of Soil Erosion in Henan Province

Number of pages: 31 Posted: 07 Nov 2024
Qian yu Tang, Zhiyuan Fu, Yuan hang Li, Yi ke MA, Yi zhen Guo, Shang yu Huang, Yi jun Zhang, Jia xin Xu, Ji heng Zhang and Liu yang Shi
Anyang Normal University, Anyang Normal University, Anyang Normal University, Anyang Normal University, Anyang Normal University, Anyang Normal University, Anyang Normal University, Anyang Normal University, Anyang Normal University and Anyang Normal University
Downloads 10 (1,548,648)

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Soil erosion, InVEST model, Spatio-temporal characteristics, Landscape patterns