Detachment of the Subducting Slab in Ancient Subduction Zones Discerned Using Machine Learning

• Published in: Journal of geophysical research. Machine learning and computation Vol. 1; no. 4
• Main Authors: Ou, Quan, Zheng, Dongyu, Nichols, Alexander R. L., Wang, Kun, Qian, Sheng‐Ping, Zi, Feng, Ma, Anlin, Zeng, Yun‐Chuan, Huang, Zongying, Liao, Jia, Hou, Zixi
• Format: Journal Article
• Language: English
• Published: Wiley 01.12.2024
• Subjects: Bangong‐Nujiang ocean; basalts; machine learning; simplification of basalt types; slab detachment; trace elements

Identification of complex geochemical signatures of basalts from various tectonic settings using trace elements contents is still challenging due to uncertainties in existing classification diagrams and machine‐learning attempts. To address this, we trained a machine‐learning model using a random fo...