Hybrid-domain full wave form inversion method of central processing unit (CPU)/graphics processing unit (GPU) synergetic parallel computing

A full-waveform inversion and parallel computing technology, applied in the computer field, can solve problems such as large memory footprint and difficult implementation of three-dimensional processing, and achieve the effects of ensuring convergence, reducing memory footprint, and saving computing time.

Inactive Publication Date: 2013-06-05
INST OF GEOLOGY & GEOPHYSICS CHINESE ACAD OF SCI
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Problems solved by technology

This method combines the advantages of time-domain waveform inversion and frequency-domain waveform inversion. At the same time, it overcomes the time-domain waveform inversion method with the help o

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  • Hybrid-domain full wave form inversion method of central processing unit (CPU)/graphics processing unit (GPU) synergetic parallel computing
  • Hybrid-domain full wave form inversion method of central processing unit (CPU)/graphics processing unit (GPU) synergetic parallel computing
  • Hybrid-domain full wave form inversion method of central processing unit (CPU)/graphics processing unit (GPU) synergetic parallel computing

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[0044] The embodiments of the present invention will be described in detail below with reference to the accompanying drawings, which are a part of the present invention and show a specific implementation of the present invention. On the basis of understanding the drawings and preferred embodiments of the present invention and the essential spirit of the present invention, it can be seen that the present invention allows a variety of different forms of implementation. Therefore, other embodiments may be used without departing from the scope of the present invention. Build, and possibly make other optional changes.

[0045] Such as figure 1 As shown, the hybrid domain full waveform inversion method of the present invention includes:

[0046] The first step is to select the optimal inversion frequency, and read the initial model, inversion parameters and other parameters.

[0047] In the second step, the frequency (group) cycle is performed according to the set inversion frequency; the...

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Abstract

The invention discloses a hybrid-domain full wave form inversion method of central processing unit (CPU)/graphics processing unit (GPU) synergetic parallel computing. Compared with a traditional method, the method can be adopted to conduct the CPU/GPU synergetic parallel computing so as to obviously improve computing efficiency. The method enables a forward part of full wave form inversion to be placed to a time domain, namely forward is conducted in the time domain, the forward is converted to be conducted as the inversion in a frequency domain by the discrete fourier transform (DFT) being utilized, namely the DFT is adopted to pick wave field components corresponding to inversion frequency, and the inversion is conducted in the frequency domain from low frequency to high frequency. The method effectively resolves the problem of astringency of a standard time domain method, and avoids the problem that internal memory of wave form inversion of a standard three-dimensional frequency domain and a Laplace domain cannot be satisfied. The method is few in step, reduces computing expenses, and due to the fact the method can be adopted to conduct the CPU/GPU synergetic parallel computing, largely improves speed-up ratio of the computing method.

Description

Technical field [0001] The invention relates to a full-waveform inversion method, in particular to a full-waveform inversion method executed on a mixed domain through CPU / GPU coordinated parallel computing, and belongs to the field of computers. Background technique [0002] At present, the development of old oil regions in western my country and overseas is becoming more and more difficult, and the depth continues to deepen. There is a great demand for high-precision geophysical imaging and inversion methods; and high-precision imaging methods ultimately rely on high-precision velocity models Construct. The inversion methods of the velocity model can be divided into three types: travel time inversion method, amplitude inversion method and full waveform inversion method according to the different use of inversion information. Since the full waveform inversion method comprehensively utilizes the dynamics and kinematics information of the pre-stack seismic wave field, it can recons...

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Application Information

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IPC IPC(8): G01V1/28
Inventor 刘璐刘洪丁仁伟
Owner INST OF GEOLOGY & GEOPHYSICS CHINESE ACAD OF SCI
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