Bayesian Seismic Tomography Based on Velocity-Space Stein Variational Gradient Descent for Physics-Informed Neural Network
Author:
Affiliation:
1. Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Yokohama, Japan
Funder
JSPS KAKENHI
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Earth and Planetary Sciences,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/36/10006360/10184054.pdf?arnumber=10184054
Reference58 articles.
1. Seismic tomography with the reversible jump algorithm
2. Transdimensional tomography with unknown data noise
3. Uncertainty Loops in Travel-Time Tomography from Nonlinear Wave Physics
4. Seismic Tomography Using Variational Inference Methods
5. Bayesian inversion of refraction seismic traveltime data
Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Fault geometry invariance and dislocation potential in antiplane crustal deformation: physics-informed simultaneous solutions;Progress in Earth and Planetary Science;2024-09-14
2. ActiveGCN-CT: Active Learning-Enhanced Graph Convolutional Networks for Computed Tomography Inversion in Coal Mines;Rock Mechanics and Rock Engineering;2024-07-13
3. VIP - Variational Inversion Package with example implementations of Bayesian tomographic imaging;Seismica;2024-05-29
4. Recent advances in earthquake seismology using machine learning;Earth, Planets and Space;2024-02-28
5. Bayesian Weighted Time-Lapse Full-Waveform Inversion Using a Receiver-Extension Strategy;IEEE Transactions on Geoscience and Remote Sensing;2024
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3