Comparison between the Hamiltonian Monte Carlo method and the Metropolis–Hastings method for coseismic fault model estimation

被引：0
|
作者：
Taisuke Yamada
Keitaro Ohno
Yusaku Ohta
机构：
[1] Tohoku University,Research Center for Prediction of Earthquakes and Volcanic Eruptions, Graduate School of Science
[2] Geospatial Information Authority of Japan,Division for the Establishment of Frontier Sciences of Organization for Advanced Studies
[3] Tohoku University,International Research Institute of Disaster Science
[4] Tohoku University,undefined
来源：
Earth, Planets and Space | / 74卷
关键词：
Hamiltonian Monte Carlo; Global navigation satellite system; Markov chain Monte Carlo; Real-time GEONET analysis system for rapid deformation; Bayesian inversion;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] A Quasi-Monte Carlo Method for the EGARCH Model Parameters Estimation
    Huang Tao
    PROCEEDINGS OF THE 8TH EURO-ASIA CONFERENCE ON ENVIRONMENT AND CSR: TOURISM, MICE, HOSPITALITY MANAGEMENT AND EDUCATION SESSION, PT II, 2012, : 102 - 106
  • [22] APPLICATION OF THE GREEN-FUNCTION MONTE-CARLO METHOD TO THE HAMILTONIAN XY MODEL
    HEYS, DW
    STUMP, DR
    PHYSICAL REVIEW D, 1984, 29 (08): : 1784 - 1790
  • [23] Uncertainty estimation and Monte Carlo simulation method
    Papadopoulos, CE
    Yeung, H
    FLOW MEASUREMENT AND INSTRUMENTATION, 2001, 12 (04) : 291 - 298
  • [24] Error Estimation in the Histogram Monte Carlo Method
    M. E. J. Newman
    R. G. Palmer
    Journal of Statistical Physics, 1999, 97 : 1011 - 1026
  • [25] Productivity Estimation in Welding by Monte Carlo Method
    Ferreira Martins, Jose Luiz
    Ribeiro Ferreira, Miguel Luiz
    Ferraz Saraiva, Jose Murilo
    SOLDAGEM & INSPECAO, 2011, 16 (03): : 204 - 212
  • [26] Error estimation in the histogram Monte Carlo method
    Newman, MEJ
    Palmer, RG
    JOURNAL OF STATISTICAL PHYSICS, 1999, 97 (5-6) : 1011 - 1026
  • [27] A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning
    Wang, Hongjun
    Li, Guanbin
    Liu, Xiaobai
    Lin, Liang
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 44 (04) : 1725 - 1737
  • [28] Markov Chain Monte Carlo posterior sampling with the Hamiltonian method
    Hanson, KM
    MEDICAL IMAGING: 2001: IMAGE PROCESSING, PTS 1-3, 2001, 4322 : 456 - 467
  • [29] Acoustic Full Waveform Inversion with Hamiltonian Monte Carlo Method
    de Lima, Paulo Douglas S.
    Corso, Gilberto
    Ferreira, Mauro S.
    de Araujo, Joao M.
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2023, 617
  • [30] Comparison between performances of Monte Carlo method and method of lines solution of.discrete ordinates method
    Demirkaya, G
    Arinç, F
    Selçuk, N
    Ayranci, I
    JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2005, 93 (1-3): : 115 - 124
12345