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中国科学院地质与地球物理研究所博士后何清龙与合作导师王彦飞研究员提出了一种基于深度神经网络(DNN)的全波形反演地质体结构的通用反演方法。该方法的主要思想是基于万能逼近定理,使用深度神经网络的权重对物理参数进行重新参数化,将原反演问题转化为物理原理约束下的网络参数的重构问题。该反演方法的优势是:重参数化的网络具有对抗神经网络的功能(GAN),网络的稀疏表示信息使得该方法具有隐式正则化的作用,因此适...
西北农林科技大学何海龙副教授在《Reviews of Geophysics》发表长篇综述论文(图)
西北农林科技大学 何海龙 副教授 Reviews of Geophysics 长篇综述论文
2018/11/19
近日,地学领域最具影响力的综述性期刊《Reviews of Geophysics》(IF2017="13.53)发表了我校资源环境学院何海龙副教授题为“Development" and Application of the Heat Pulse Method for Soil Physical Measurements”的长篇综述论文。何海龙副教授为论文的第一作者及通讯作者,司炳成教授为共同通讯作...
北京师范大学地理科学学部缪驰远教授等在Reviews of Geophysics发表长篇综述论文
北京师范大学地理科学学部 缪驰远教授 Reviews of Geophysics 地学领域
2018/1/23
近日,地学领域最具影响力的综述性期刊Reviews of Geophysics(IF=12.34)发表了地理科学学部孙巧红博士生(第一作者)、缪驰远教授(通讯作者)等共同撰写的题为“A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons”长篇综述论文,全面系统介绍了全球降水...
THE APPLICATION OF REMOTE SENSING AND AERO-GEOPHYSICS DATA FUSION ON METALLOGENIC PROGNOSIS IN QIMANTAGE OF EAST KUNLUN MONTAIN AREA
Qimantage, ASTER Remote sensing alteration information extraction High-precision aerogeophysical data Multiple information fusion model Geological exploration prospecting
2014/4/24
Based on west of Qimantage of East Kunlun mountain area, takes advantage of ASTER data, according to the altered mineral
spectral characteristics, remote sensing alteration information is extracted....
The latest tendency in development of exploration geophysics—Importance of spatiotemporal scales—
reservoir description reservoir modeling reservoir management time-lapse
2009/4/2
Geophysical exploration technologies have been developed through several innovative steps in the history. Data acquisition and processing technologies evolved since 1960s. Since 1980s, these technolo...