Recovering 3D Basin Basement Relief Using High-Precision Magnetic Data Through Particle Swarm Optimization and Back Propagation Algorithm

The Inversion of magnetic basement interfaces in basins is critical for interpreting potential field data and studying geothermal resource distribution as well as basin formation and evolution. This paper proposes a new method for the inversion of magnetic basement interfaces using a particle swarm...

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Veröffentlicht in:	IEEE access Jg. 13; S. 44343 - 44353
Hauptverfasser:	Yan, Shen, Zhang, Xinjun, Shang, Zhongda, Wang, Kai, Ma, Yixin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 2025
Schlagworte:	Data models Feature extraction Machine learning Machine learning algorithms Magnetic domains Magnetic field measurement Magnetic substrate interface numerical simulation Particle swarm optimization potential field processing conversion PSO-BP neural network regression algorithm Reliability Solid modeling Training
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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