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  • Article
  • Open Access
2,655 Views
22 Pages

Towards Physics-Informed Neural Networks for Magma-Chamber Cooling: A Case Study of the Rio Pisco Pluton

  • Andrew Eno,
  • Daniel Patton,
  • Germán H. Alférez and
  • Benjamin L. Clausen

Magmatic–hydrothermal systems transport heat through coupled conduction and buoyancy-driven fluid flow in porous rock, behavior conventionally modeled with grid-based finite-difference simulators such as HYDROTHERM. We demonstrate that a physic...

(This article belongs to the Section Modelling in Artificial Intelligence)
  • Article
  • Open Access
6 Citations
5,125 Views
18 Pages

Temporal Evolution of Cooling by Natural Convection in an Enclosed Magma Chamber

  • Carlos Enrique Zambra,
  • Luciano Gonzalez-Olivares,
  • Johan González and
  • Benjamin Clausen

5 January 2022

This research numerically studies the transient cooling of partially liquid magma by natural convection in an enclosed magma chamber. The mathematical model is based on the conservation laws for momentum, energy and mass for a non-Newtonian and incom...

(This article belongs to the Section Process Control, Modeling and Optimization)
  • Article
  • Open Access
804 Views
29 Pages

Identification of Magmatic Fluid Inputs and Geochemical Evidence of the Mantle-Derived Components in Magma-Heated Geothermal Systems

  • Zirui Zhao,
  • Wei Zhang,
  • Guiling Wang,
  • Shuaichao Wei,
  • Feng Liu,
  • Yuzhong Liao,
  • Long Li and
  • Hanxiong Zhang

22 May 2026

Magma-heated geothermal systems have garnered significant attention in academia due to their unique formation mechanisms and vast potential. This paper focuses on the Rehai, Ruidian, and Banglazhang geothermal fields in the Tengchong area. We present...

(This article belongs to the Special Issue Geothermal Energy Resource and High-Effective Utilization)
  • Article
  • Open Access
27 Citations
10,003 Views
26 Pages

Proximity to magma bodies is generally acknowledged as providing the energy source for hot hydrothermal reservoirs. Hence, it is appropriate to think of a “magma–hydrothermal system” as an entity, rather than as separate systems. Re...

(This article belongs to the Special Issue Exploring and Modeling the Magma-Hydrothermal Regime)
  • Article
  • Open Access
4 Citations
5,114 Views
14 Pages

26 February 2021

Sapphires from alluvial deposits associated with Cenozoic basalts in Southern Vietnam were collected for investigation of mineral inclusions. In this report, primary iron oxide inclusions were focused on, with detailed mineral chemistry using a Raman...

(This article belongs to the Special Issue Fluid, Melt and Solid Inclusions as a Petrogenetic Indicators)
  • Article
  • Open Access
39 Citations
9,955 Views
39 Pages

24 October 2018

The titanomagnetite of the Lac Doré Complex, an Archean layered intrusion that is located in the Abitibi greenstone belt in Québec (Canada), contains a wide variety of exsolution textures, which are the remnants of a complex cooling his...

(This article belongs to the Special Issue Spinel Group Minerals)
  • Article
  • Open Access
1 Citations
2,938 Views
25 Pages

20 May 2023

The recently discovered 460 Gaodi porphyry Mo-Cu deposit is a sub-economic deposit characterized by low Mo-Cu grades, dispersed mineralization, and separated Mo- and Cu-ore bodies. This study aims to elucidate the factors underlying this type of sub-...

(This article belongs to the Special Issue Porphyry Metallogenic System: Genetic Mineralogy and Prospecting Mineralogy)
  • Feature Paper
  • Article
  • Open Access
13 Citations
4,189 Views
14 Pages

19 May 2021

In this work, we study the subsidence of Dallol, an explosive crater and hydrothermal area along the spreading Erta Ale ridge of Afar (Ethiopia). No volcanic products exist at the surface. However, a diking episode in 2004, accompanied by dike-induce...

(This article belongs to the Special Issue Ground Deformation Patterns Detection by InSAR and GNSS Techniques)
  • Article
  • Open Access
3 Citations
2,876 Views
16 Pages

Gravity Data Reveal New Evidence of an Axial Magma Chamber Beneath Segment 27 in the Southwest Indian Ridge

  • Chenming Tu,
  • Qing Liang,
  • Chunhui Tao,
  • Zhikui Guo,
  • Zhengwang Hu and
  • Chao Chen

27 September 2022

Hydrothermal systems are integral to mid-ocean ridge activity; they form massive seafloor sulfide (SMS) deposits rich in various metallic elements, which are potential mineral resources. Since 2007, many hydrothermal fields have been discovered along...

(This article belongs to the Section Mineral Exploration Methods and Applications)