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Near-surface velocity inversion from Rayleigh wave dispersion curves based on a differential evolution simulated annealing algorithm
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作者 Yaojun Wang Hua Wang +3 位作者 Xijun Wu Keyu Chen Sheng Liu Xiaodong Deng 《Artificial Intelligence in Geosciences》 2021年第1期35-46,共12页
The utilization of urban underground space in a smart city requires an accurate understanding of the underground structure.As an effective technique,Rayleigh wave exploration can accurately obtain information on the s... The utilization of urban underground space in a smart city requires an accurate understanding of the underground structure.As an effective technique,Rayleigh wave exploration can accurately obtain information on the subsurface.In particular,Rayleigh wave dispersion curves can be used to determine the near-surface shear-wave velocity structure.This is a typical multiparameter,high-dimensional nonlinear inverse problem because the velocities and thickness of each layer must be inverted simultaneously.Nonlinear methods such as simulated annealing(SA)are commonly used to solve this inverse problem.However,SA controls the iterative process though temperature rather than the error,and the search direction is random;hence,SA always falls into a local optimum when the temperature setting is inaccurate.Specifically,for the inversion of Rayleigh wave dispersion curves,the inversion accuracy will decrease with an increasing number of layers due to the greater number of inversion parameters and large dimension.To solve the above problems,we convert the multiparameter,highdimensional inverse problem into multiple low-dimensional optimizations to improve the algorithm accuracy by incorporating the principle of block coordinate descent(BCD)into SA.Then,we convert the temperature control conditions in the original SA method into error control conditions.At the same time,we introduce the differential evolution(DE)method to ensure that the iterative error steadily decreases by correcting the iterative error direction in each iteration.Finally,the inversion stability is improved,and the proposed inversion method,the block coordinate descent differential evolution simulated annealing(BCDESA)algorithm,is implemented.The performance of BCDESA is validated by using both synthetic data and field data from western China.The results show that the BCDESA algorithm has stronger global optimization capabilities than SA,and the inversion results have higher stability and accuracy.In addition,synthetic data analysis also shows that BCDESA can avoid the problems of the conventional SA method,which assumes the S-wave velocity structure in advance.The robustness and adaptability of the algorithm are improved,and more accurate shear-wave velocity and thickness information can be extracted from Rayleigh wave dispersion curves. 展开更多
关键词 Simulated annealing Differential evolution Block coordinate descent Surface wave dispersion curve Nonlinear inversion
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Processing Seismic Ambient Noise Data to Obtain Reliable Surface Wave Dispersion Measurements
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作者 Li Lingli Wang Weitao +4 位作者 Zhu Liangbao Chen Haopeng Wang Qingdong Miao Peng Wang Jun 《Earthquake Research in China》 CSCD 2015年第2期214-224,共11页
Ambient noise tomography is a rapidly emerging field of seismological research. This paper presents the current status of ambient noise data processing and its development history over the past several years, with the... Ambient noise tomography is a rapidly emerging field of seismological research. This paper presents the current status of ambient noise data processing and its development history over the past several years, with the intention to explain and justify this development through salient examples. The ambient noise data processing procedure can be divided into four principal phases: ① single station data preparation; ② cross- correlation and temporal stacking; ③ measurements of dispersion curves ( performed with frequency-time analysis for both group and phase speeds) ; ④ quality control, including SNR analysis and selection of the acceptable measurements. In addition, we provide a specific solution for a better use of the seismic station data to ambient noise study. 展开更多
关键词 Seismic ambient noise Cross-correlation Rayleigh surface wave Dispersion curves
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A HYPERBOLIC SYSTEM OF CONSERVATION LAWS FOR FLUID FLOWS THROUGH COMPLIANT AXISYMMETRIC VESSELS
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作者 Gui-Qiang G.Chen School of Mathematical Sciences,Fudan University,Shanghai 200433,China Mathematical Institute,University of Oxford,24-29 St Giles,Oxford,OX1 3LB,UK Department of Mathematics,Northwestern University,Evanston,IL 60208-2730,USA Weihua Ruan Department of Mathematics,Computer Science and Statistics,Purdue University Calumet,Hammond,IN 46323-2094,USA 《Acta Mathematica Scientia》 SCIE CSCD 2010年第2期391-427,共37页
We are concerned with the derivation and analysis of one-dimensional hyperbolic systems of conservation laws modelling fluid flows such as the blood flow through compliant axisyminetric vessels. Early models derived a... We are concerned with the derivation and analysis of one-dimensional hyperbolic systems of conservation laws modelling fluid flows such as the blood flow through compliant axisyminetric vessels. Early models derived are nonconservative and/or nonho- mogeneous with measure source terms, which are endowed with infinitely many Riemann solutions for some Riemann data. In this paper, we derive a one-dimensional hyperbolic system that is conservative and homogeneous. Moreover, there exists a unique global Riemann solution for the Riemann problem for two vessels with arbitrarily large Riemann data, under a natural stability entropy criterion. The Riemann solutions may consist of four waves for some cases. The system can also be written as a 3 × 3 system for which strict hyperbolicity fails and the standing waves can be regarded as the contact discontinuities corresponding to the second family with zero eigenvalue. 展开更多
关键词 conservation laws hyperbolic system fluid flow blood flow VESSEL hyper-bolicity Riemann problem Riemann solution wave curve shock wave rarefaction wave standing wave stability
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REFLEXION AND TRANSMISSION OF WATER WAVES BY A THIN CURVED PERMEABLE BARRIER 被引量:1
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作者 Lu Chuan-jing He You-sheng, Shanghai Jiao Tong University, Shanghai, P.R. China 《Journal of Hydrodynamics》 SCIE EI CSCD 1989年第3期77-85,共9页
Using the panel method, the problem of reflexion and transmission of water waves by a thin permeable barrier is studied in this paper. It's found that a well- designed curved porous plate has an excellent ability ... Using the panel method, the problem of reflexion and transmission of water waves by a thin permeable barrier is studied in this paper. It's found that a well- designed curved porous plate has an excellent ability in trapping waves within a wide range of frequency. 展开更多
关键词 REFLEXION AND TRANSMISSION OF WATER waveS BY A THIN curveD PERMEABLE BARRIER
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An elastic electrode model for wave propagation analysis in piezoelectric layered structures of film bulk acoustic resonators 被引量:3
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作者 Feng Zhu Yuxing Zhang +1 位作者 Bin Wang Zhenghua Qian 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2017年第3期263-270,共8页
Wave propagation in a piezoelectric layered structure of a film bulk acoustic resonator (FBAR/ is studied. The accurate results of dispersion relation are calculated using the proposed elastic electrode model for bot... Wave propagation in a piezoelectric layered structure of a film bulk acoustic resonator (FBAR/ is studied. The accurate results of dispersion relation are calculated using the proposed elastic electrode model for both electroded and unelectroded layered plates. The differences of calculated cut-off frequencies between the current elastic electrode model and the simplified inertial electrode model (often used in the quartz resonator analysis) are illustrated in detail, which shows that an elastic electrode model is indeed needed for the accurate analysis of FBAR. These results can be used as an accurate criterion to calibrate the 2-D theoretical model for a real finite-size structure of FBAR. 展开更多
关键词 FBARs Elastic electrode waves propagation Dispersion curves Inertial electrode
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