Monte Carlo methods in geophysical inverse problems

M Sambridge, K Mosegaard - Reviews of Geophysics, 2002 - Wiley Online Library
Monte Carlo inversion techniques were first used by Earth scientists more than 30 years
ago. Since that time they have been applied to a wide range of problems, from the inversion …

Three-dimensional geological modelling of potential-field data

M Jessell - Computers & Geosciences, 2001 - Elsevier
This paper reviews different ways potential-field modelling systems represent the 3D
structure of the Earth's crust. 3D structures may be represented by discrete objects, voxels …

重磁遗传算法三维反演中高速计算及有效存储方法技术

姚长利 - 地球物理学报, 2003 - dzkx.org
将地下场源区域规则划分成很多小长方体单元, 并且通过反演确定这些单元的物性变化,
勾画出场源的分布图像, 这种方式逐步成为重磁反演, 特别是三维反演的重要方向; …

PSO (particle swarm optimization) for interpretation of magnetic anomalies caused by simple geometrical structures

KS Essa, M Elhussein - Pure and Applied Geophysics, 2018 - Springer
A new efficient approach to estimate parameters that controlled the source dimensions from
magnetic anomaly profile data in light of PSO algorithm (particle swarm optimization) has …

[PDF][PDF] 地球物理学中的电磁场正演与反演

汤井田, 任政勇, 化希瑞 - 地球物理学进展, 2007 - dsjyj.com.cn
摘要本文在近年来众多的地球物理研究者的研究基础上, 总结了当前地电磁模型正反演已有成果
, 定量分析了各种主要正反演的性能测试, 指出不同正反演法的优点, 缺点以及应用范围局限 …

Which method to use? An assessment of data mining methods in Environmental Data Science

K Gibert, J Izquierdo, M Sànchez-Marrè… - … modelling & software, 2018 - Elsevier
Data Mining (DM) is a fundamental component of the Data Science process. Over recent
years a huge library of DM algorithms has been developed to tackle a variety of problems in …

Inversion of magnetic data using deep neural networks

Z Hu, S Liu, X Hu, L Fu, J Qu, H Wang… - Physics of the Earth and …, 2021 - Elsevier
As a novel tool, deep learning is used to solve complex problems in the real world and has
been successfully applied to invert for seismic and electromagnetic data. In this study, we …

Particle swarm optimization (PSO) of high-quality magnetic data of the Obudu Basement Complex, Nigeria

SE Ekwok, AM Eldosouky, KS Essa, AM George… - Minerals, 2023 - mdpi.com
The particle swamp optimization procedure was applied to high-quality magnetic data
acquired from the Precambrian Obudu basement complex in Nigeria with the object of …

3D non-linear inversion of magnetic anomalies caused by prismatic bodies using differential evolution algorithm

Ç Balkaya, YL Ekinci, G Göktürkler, S Turan - Journal of Applied …, 2017 - Elsevier
Abstract 3D non-linear inversion of total field magnetic anomalies caused by vertical-sided
prismatic bodies has been achieved by differential evolution (DE), which is one of the …

Gravity inversion of basement relief using Particle Swarm Optimization by automated parameter selection of Fourier coefficients

A Roy, CP Dubey, M Prasad - Computers & Geosciences, 2021 - Elsevier
A global optimization technique using particle swarm optimization (PSO) is presented to
estimate the depth to the basement of a heterogeneous sedimentary basin from the vertical …