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Demonstration of the insensitivity of the inversion procedure to initialization.

Figshare2015-12-02 更新2026-04-29 收录

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https://figshare.com/articles/dataset/_Demonstration_of_the_insensitivity_of_the_inversion_procedure_to_initialization_/705298 数据链接链接失效反馈

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Similar convergence to good and bad initialization is reported.

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创建时间：

2015-12-02

反问题求解

信号处理

Title of program: CONTIN (VERSION 2SP) Catalogue Id: AAOC_v1_0 Nature of problem Many experiments are indirect in that the observed data are linear integral (or matrix) transforms of the quantit

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Data for: Pseudo-projection approach to reconstruct locations of point-like scatterers by Lame parameters and mass densities in an elastic half-space

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These are source code as well as the data to obtain the results presented in the article.

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Electrode nodes. from Full-field mechanics imaging by direct inversion of electrical data

自感应材料

反问题求解

Self-sensing materials with deformation-dependent electrical conductivity have been studied in diverse applications. A limitation of self-sensing materials is that they do not directly report on the u

DataCite Commons2025-07-18 更新50

EIT voltage data with strain. from Full-field mechanics imaging by direct inversion of electrical data

自感知材料

反问题求解

DataCite Commons2025-07-18 更新60

Diffusivity equation—inverse modeling: PINN performance as function of hyperparameters.

反问题求解

神经网络参数优化

Relative error of p and percentage error of θ1 and θ2 for different number of hidden layers, Nhl, and different number of neurons per layer, Nn. The Ntr is fixed at 250. Note that we pick the optimal

NIAID Data Ecosystem50

Demonstration of the insensitivity of the inversion procedure to initialization.

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