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Article

Numerical Simulation of the Mineralization Process of the Axi Low-Sulfidation Epithermal Gold Deposit, Western Tianshan, China: Implications for Mineral Exploration

1
School of Software, Changsha Social Work College, Changsha 410004, China
2
Key Laboratory of Metallogenic Prediction of Nonferrous Metals and Geological Environment Monitoring, School of Geosciences and Info-Physics, Central South University, Changsha 410083, China
3
School of Digital Business, Changsha Nanfang Professional College, Changsha 410019, China
*
Author to whom correspondence should be addressed.
Minerals 2026, 16(1), 41; https://doi.org/10.3390/min16010041 (registering DOI)
Submission received: 27 October 2025 / Revised: 23 December 2025 / Accepted: 24 December 2025 / Published: 29 December 2025
(This article belongs to the Special Issue 3D Mineral Prospectivity Modeling Applied to Mineral Deposits)

Abstract

The Axi gold deposit, a low-sulfidation epithermal deposit in the Western Tianshan, China, hosts over 50 t of gold resources and is widely regarded as the result of coupled processes of rock deformation, heat transfer, pore fluid flow, and chemical reactions. However, research on the ore-forming processes of this gold deposit from a coupled perspective remains limited, resulting in its ore-forming mechanisms being incompletely understood. In this paper, we use the concept of mineralization rate based on computational modeling to indicate the 3D spatial distribution of mineralization. The simulation results reveal the following: (1) temperature gradients play a key role in influencing mineral precipitation, whereas the effect of pore fluid pressure gradients is relatively negligible; (2) gold precipitation, characterized by a negative mineralization rate, predominantly took place along fault zones that exhibit vertical transitions from steep to gentle slopes or lateral bends, which are further distinguished by the accumulation of fluids and the presence of significant temperature gradients. Notably, this particular distribution pattern of gold precipitation closely mirrors the spatial arrangement of known gold orebodies. These findings suggest that the coupling of multiple physical and chemical processes at specific fault sites plays a critical role in ore formation, providing new insights into the mechanisms governing the development of the Axi gold deposit. Furthermore, based on these observations, it can be inferred that the deeper regions of the Axi gold deposit hold considerable mineralization potential.
Keywords: 3D modeling; ore-forming simulation; mineralization rate; gold exploration; Axi gold deposit 3D modeling; ore-forming simulation; mineralization rate; gold exploration; Axi gold deposit

Share and Cite

MDPI and ACS Style

Shan, W.; Mao, X.; Liu, Z.; Deng, H.; Yuan, Q.; Fu, Z. Numerical Simulation of the Mineralization Process of the Axi Low-Sulfidation Epithermal Gold Deposit, Western Tianshan, China: Implications for Mineral Exploration. Minerals 2026, 16, 41. https://doi.org/10.3390/min16010041

AMA Style

Shan W, Mao X, Liu Z, Deng H, Yuan Q, Fu Z. Numerical Simulation of the Mineralization Process of the Axi Low-Sulfidation Epithermal Gold Deposit, Western Tianshan, China: Implications for Mineral Exploration. Minerals. 2026; 16(1):41. https://doi.org/10.3390/min16010041

Chicago/Turabian Style

Shan, Wenfa, Xiancheng Mao, Zhankun Liu, Hao Deng, Qiao Yuan, and Zhaohui Fu. 2026. "Numerical Simulation of the Mineralization Process of the Axi Low-Sulfidation Epithermal Gold Deposit, Western Tianshan, China: Implications for Mineral Exploration" Minerals 16, no. 1: 41. https://doi.org/10.3390/min16010041

APA Style

Shan, W., Mao, X., Liu, Z., Deng, H., Yuan, Q., & Fu, Z. (2026). Numerical Simulation of the Mineralization Process of the Axi Low-Sulfidation Epithermal Gold Deposit, Western Tianshan, China: Implications for Mineral Exploration. Minerals, 16(1), 41. https://doi.org/10.3390/min16010041

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