Shen, Qiuyang. Statistical Inversion of Electromagnetic Logging Data [electronic resource] / / by Qiuyang Shen, Jiefu Chen, Xuqing Wu, Yueqin Huang, Zhu Han.. — 1st ed. 2021.. — VII, 79 p. 43 illus., 41 illus. in color. : online resource. — (SpringerBriefs in Petroleum Geoscience & Engineering,) 2509-3126. - SpringerBriefs in Petroleum Geoscience & Engineering, .

Introduction -- Foundation of Bayesian Inversion and Sampling Methods -- Beyond the Random Walk: a Hybrid Monte Carlo Sampling -- Interpret Model Complexity: Trans-Dimensional Markov Chain Monet Carlo Method -- Accelerated Bayesian Inversion Using Parallel Tempering.

Анотація:
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ISBN: 9783030570972

Standard No.: 10.1007/978-3-030-57097-2 doi

Subjects--Topical Terms:
Fossil fuels.
Geotechnical engineering.
Remote sensing.
Statistics .
Fossil Fuels (incl. Carbon Capture).
Geotechnical Engineering & Applied Earth Sciences.
Remote Sensing/Photogrammetry.
Bayesian Inference.
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

LC Class. No.: TJ163.13-163.25 TP315-360

Dewey Class. No.: 662.6