Predicting geochemical and isotopic compositions as well as lithosphere-asthenosphere boundary depth and diamond grade in kimberlites and lamproite using Artificial Intelligence

Most read articles by the same author(s)

• Andrea Giuliani, David Phillips, D. Graham Pearson, Soumendu Sarkar, Alex A. Müller, Yaakov Weiss, Robin Preston, Mikael Seller, Zdislav Spetsius, Diamond preservation in the lithospheric mantle recorded by olivine in kimberlites , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife
• Merrily M. Tau, Geoffrey H. Howarth, Andrea Giuliani, Lithospheric mantle sampling of kimberlites and lamproites using Al-in-olivine thermometry , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife
• Soumendu Sarkar, Hayden Dalton, Andrea Giuliani, David Phillips, D.Graham Pearson, Geoff M. Nowell, Jon D. Woodhead, Janet Hergt, Roland Maas, A. Lynton Jaques, N.V.Chalapathi Rao, Sujoy Ghosh, Yaakov Weiss, Revisiting Sr-Nd-Hf isotope variations in global cratonic lamproites , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife
• Luc S. Doucet, Hugo K.H. Olierook, Denis Fougerouse, Yebo Liu, Murray J. Rayner, Martin Danišík, Daniel J. Condon, Brent I.A. McInnes, A. Lynton Jaques, Noreen J. Evans, Bradley J. McDonald, Zheng-xiang Li, Christopher L. Kirkland, Celia Mayers, Michael T.D. Wingate, Emplacement of the Argyle diamond deposit into an ancient rift zone triggered by supercontinent breakup , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife
• Max W. Schmidt, Andrea Giuliani, Nadezdha Paneva, A universal concept of melting in mantle upwellings: all deep melts are born kimberlitic , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife
• Hayden Dalton, Andrea Giuliani, D. Graham Pearson, A new global kimberlite geochemistry dataset: the benefits of open and complete data sharing , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife
• Jingao Liu, Ronghua Cai, D. Graham Pearson, Andrea Giuliani, Peter E. van Keken, Senan Oesch, Kimberlites and basaltic melts as key tracers of Earth’s least processed mantle reservoirs , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife
• Hayden Dalton, Andrea Giuliani, Angus Fitzpayne, New Geochemical Insights into the Petrogenesis of South Australian Kimberlites , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife
• Rebecca Fabiana Zech, Andrea Giuliani, Max Werner Schmidt, Insights in Na-contents of kimberlite melts from experimentally determined partition coefficients between olivine and silicate-carbonate melt , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife
• Ronghua Cai, Andrea Giuliani, Paolo A. Sossi, Tian-Hao Wu, Yongsheng He, Sheng-Ao Liu, D. Graham Pearson, Jingao Liu, Zn and Fe isotopes indicate that kimberlites and silica-undersaturated magmas derive from similar asthenospheric mantle sources , International Kimberlite Conference: Extended Abstracts: Vol. 12 (2024): Vol 12: International Kimberlite Conference, Yellowknife