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Yun Yang

Hohai University

8 Focheng West Road

Jiangning District

Nanjing, 211100

China

SCHOLARLY PAPERS

6

DOWNLOADS

254

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

Prediction of the seepage field for a groundwater inrush in a tunnel within a fault zone: Hybrid physically-informed neural network model with explicit uncertainty constraints via Monte Carlo dropout (MCHU-PINN)

Number of pages: 44 Posted: 26 Sep 2025
Zihao Chen, zhou chen, Jinguo Wang, Qi Shen, Yun Yang, Zhi Dou, Jianhe Li and Yong Huang
Hohai University, Hohai University, Hohai University, Hohai University, Hohai University, Hohai University, affiliation not provided to SSRN and Hohai University
Downloads 64 (942,565)

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Explicit uncertainty condition, Groundwater inflow prediction, fault zone, Physically-informed neural network (PINN), Uncertainty quantification, Monte Carlo dropout

2.

Simultaneous Identification of a Contamination Source and Hydraulic Conductivity Based on a Multimodal Direct Forward Machine Learning Model

Downloads 58 (989,921)

Simultaneous Identification of a Contamination Source and Hydraulic Conductivity Based on a Multimodal Direct Forward Machine Learning Model

Number of pages: 43 Posted: 04 Jun 2025
Yan Zhu, Zhi Dou, Chaoqi Wang, Chen Meng, Yun Yang and Jinguo Wang
affiliation not provided to SSRN, Hohai University, affiliation not provided to SSRN, affiliation not provided to SSRN, Hohai University and Hohai University
Downloads 33 (1,326,242)

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Groundwater contamination source identification, Groundwater contamination, Multimodal, Multimodal fusion

Simultaneous Identification of a Contamination Source and Hydraulic Conductivity Based on a Multimodal Direct Forward Machine Learning Model

Number of pages: 43 Posted: 19 Jun 2025
Yan Zhu, Zhi Dou, Chaoqi Wang, Chen Meng, Yun Yang and Jinguo Wang
affiliation not provided to SSRN, Hohai University, affiliation not provided to SSRN, affiliation not provided to SSRN, Hohai University and Hohai University
Downloads 25 (1,430,393)

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Groundwater contamination source identification, Groundwater contamination, Multimodal, Multimodal fusion

3.

Prediction of the Seepage Field for a Groundwater Inrush in a Tunnel within a Fault Zone: Hybrid Physics-Informed Neural Network Model with Explicit Uncertainty Constraints Via Monte Carlo Dropout (Mchu-Pinn)

Number of pages: 45 Posted: 14 Aug 2025
Zihao Chen, zhou chen, Jinguo Wang, Qi Shen, Yun Yang, Zhi Dou, Jianhe Li and Yong Huang
Hohai University, Hohai University, Hohai University, Hohai University, Hohai University, Hohai University, affiliation not provided to SSRN and Hohai University
Downloads 53 (1,052,702)

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Explicit uncertainty condition, Groundwater inflow prediction, fault zone, physics-informed neural network (PINN), Uncertainty quantification, Monte Carlo dropout

4.

A Block-Based Modeling and Numerical Simulation Approach for Predicting and Controlling Groundwater Inrush in Deep Tunnels Through Fault-Karst Composite Strata

Number of pages: 45 Posted: 23 Sep 2025
zhou chen, Zihao Chen, Jinguo Wang, Min Jin, Zhi Dou, Qi Shen, Yun Yang and Changsheng Chen
Hohai University, Hohai University, Hohai University, Hohai University, Hohai University, Hohai University, Hohai University and affiliation not provided to SSRN
Downloads 27 (1,359,097)

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geological fault zone, refined geological structure modeling, tunnel groundwater inflow, Numerical simulation, grouting scenarios

5.

Remediation of Phosphogypsum Leachate using a Limestone and Lanthanum-Modified Bentonite Permeable Reactive Barrier

Downloads 26 (1,448,301)

Remediation of Phosphogypsum Leachate using a Limestone and Lanthanum-Modified Bentonite Permeable Reactive Barrier

Number of pages: 21 Posted: 19 Jan 2026
zhou chen, Chenyu Zong, Jinguo Wang, Min Jin, Qi Shen and Yun Yang
Hohai University, Hohai University, Hohai University, Hohai University, Hohai University and Hohai University
Downloads 17 (1,579,999)

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Phosphogypsum Leachate, Permeable Reaction Barrier, Lanthanum-modified Bentonite, Laboratory Test

Remediation of Phosphogypsum Leachate using a Limestone and Lanthanum-Modified Bentonite Permeable Reactive Barrier

Number of pages: 23 Posted: 07 Apr 2026
zhou chen, Chenyu Zong, Jinguo Wang, Min Jin, Qi Shen and Yun Yang
Hohai University, Hohai University, Hohai University, Hohai University, Hohai University and Hohai University
Downloads 9 (1,628,763)

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Phosphogypsum Leachate, Permeable Reaction Barrier, Lanthanum-modified Bentonite, Laboratory Test

6.

Prediction of the Seepage Field for a Groundwater Inrush in a Tunnel within a Fault Zone: Hybrid Physically-Informed Neural Network Model with Explicit Uncertainty Constraints Via Monte Carlo Dropout (Mchu-Pinn)

Number of pages: 37 Posted: 13 Aug 2025
Zihao Chen, zhou chen, Jinguo Wang, Qi Shen, Yun Yang, Zhi Dou, Jianhe Li and Yong Huang
Hohai University, Hohai University, Hohai University, Hohai University, Hohai University, Hohai University, affiliation not provided to SSRN and Hohai University
Downloads 26 (1,385,945)

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Explicit uncertainty condition, Groundwater inflow prediction, fault zone, Physically-informed neural network (PINN), Uncertainty quantification, Monte Carlo dropout