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A MATLAB based 3D modeling and inversion code for MT data

机译:基于MATLAB的MT数据3D建模和反演代码

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摘要

The development of a MATLAB based computer code, AP3DMT, for modeling and inversion of 3D Magnetotelluric (MT) data is presented. The code comprises two independent components: grid generator code and modeling/inversion code. The grid generator code performs model discretization and acts as an interface by generating various I/O files. The inversion code performs core computations in modular form forward modeling, data functionals, sensitivity computations and regularization. These modules can be readily extended to other similar inverse problems like Controlled-Source EM (CSEM). The modular structure of the code provides a framework useful for implementation of new applications and inversion algorithms. The use of MATLAB and its libraries makes it more compact and user friendly. The code has been validated on several published models. To demonstrate its versatility and capabilities the results of inversion for two complex models are presented.
机译:提出了基于MATLAB的计算机代码AP3DMT的开发,用于对3D大地电磁(MT)数据进行建模和反演。该代码包括两个独立的组件:网格生成器代码和建模/反演代码。网格生成器代码执行模型离散化,并通过生成各种I / O文件充当接口。反转代码以模块化形式进行正向建模,数据功能,灵敏度计算和正则化来执行核心计算。这些模块可以很容易地扩展到其他类似的反问题,例如受控源EM(CSEM)。代码的模块化结构提供了一个框架,可用于实现新应用程序和反演算法。 MATLAB及其库的使用使其更加紧凑和用户友好。该代码已在多个已发布的模型上进行了验证。为了展示其多功能性和功能,给出了两个复杂模型的反演结果。

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