Track 1: AI and Data-Driven Decision Making

6. ACKNOWLEDGEMENTS We express our sincere gratitude to Dr. Jesús Alberto Torres Guerra for his guidance and for providing us with the opportunity to learn about Mineral Systems, and to Msc. Alonso A. Marchena Campos for placing his trust in us and allowing us to contribute to the Mineral Systems Pilot Project within the Metallogeny Area of the INGEMMET. 7. REFERENCES Bonhomme, M.G., Carlier, G., 1990. Relations entre magmatisme et minéralisations dans le Batholite d′Andahuaylas-Yauri (Sud Pérou): données géochronologiques. In: 2nd International Symposium on Andean Geodynamics, Grenoble, France, pp. 329–331. Rivera, R.; Acosta, J.; Heo, C.-H.; Ryoo, C.-R.; Bustamante, A.; Villarreal, E. & Santisteban, A. 2011. Metalogenia del Batolito Andahuaylas – Yauri y sus implicancias en la exploración de pórfidos Cu – Au. Lima: Instituto Geológico Minero y Metalúrgico. Dirección de Recursos Minerales y Energéticos, p. 17 McCuaig, T.C., Hronsky, J.M.A. 2014. The mineral system concept: the key to exploration targeting. Society of Economic Geologists. Special Publication. 18, p. 153-175. Marchena, A., Silva, M., Gómez, E. 2025. Aplicación del enfoque de Sistemas Minerales e Inteligencia Artificial para la predictibilidad de mineralización por elementos críticos. ProEXPLO 2025. Instituto de Ingenieros de Minas del Perú. Mc Clay, K. R. (1992). Thrust Tectonics. Department of Geology Royal Holloway and Bedford New College University of London. Chapman & Hall., 447p. Wyborn, L. A. I., Heinrich, C. A., & Jaques, A. L. (1994). Australian Proterozoic mineral systems: essential ingredients and mappable criteria. In 1994 AusIMM Annual Conference: Australian Mining Looks North-the Challenges and Choices (pp. 109-115). Australasian Institute of Mining and Metallurgy. Perelló, J., Carlotto, V., Zárate, A., Ramos, P., Posso, H., Neyra, C., & Muhr, R. (2003). Porphyrystyle alteration and mineralization of the middle Eocene to early Oligocene AndahuaylasYauri belt, Cuzco region, Peru. Economic Geology, 98(8), 1575-1605. Carlotto, V. (1998). Évolution andine et raccourcissement au niveau de Cusco (13-16°S), Pérou : enregistrement sédimentaire, chronologie, contrôles paléogéographiques, évolution cinémematique. Thèse Doct. Univ. Grenoble I, 159 p. McCuaig, T. & Beresford, S. & Hronsky, J. (2010). Translating the mineral systems approach into an effective exploration targeting system. Ore Geology Reviews. 38. 128-138. Perelló, J., Carlotto, V., Zarate, A., Ramos, P., Posso, H., Neyra, C., Caballero, A., Fuster, N., Muhr, R., 2003. Porphyry-style alteration and mineralization of the middle Eocene to early Oligocene Andahuaylas - Yauri belt, Cuzco Region, Peru. Econ. Geol. 98, 1575–1605. Cahill, T., Isacks, B.L., 1992. Seismicity and shape of the subducted Nazca plate. J. Geophys. Res. 97 (B12), 17,503–17,529.

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