Acoustic full waveform inversion with Hamiltonian Monte Carlo method

DOI10.1016/j.physa.2023.128618OpenAlexW4321764309MaRDI QIDQ2700717

Paulo Douglas S. de Lima, João Medeiros de Araújo, Mauro S. Ferreira, Gilberto Corso

Publication date: 27 April 2023

Published in: Physica A (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2206.00622

zbMATH Keywords

inverse problemsMonte Carlo methodsfull waveform inversionHamiltonian Monte Carlo

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

Cites Work

• Bayesian learning for neural networks
• Complexity analysis of accelerated MCMC methods for Bayesian inversion
• Handbook of Markov Chain Monte Carlo
• Symplectic Integration of Constrained Hamiltonian Systems
• Analytical Mechanics
• Monte Carlo sampling from the quantum state space. I
• Equation of State Calculations by Fast Computing Machines

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