Acoustic full-waveform inversion and its uncertainty estimation based on a vector-version square-root variable metric method

DOI10.1088/1361-6420/ab1c33zbMath1480.65320OpenAlexW2940949352MaRDI QIDQ5193504

Qiancheng Liu

Publication date: 20 September 2019

Published in: Inverse Problems (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10754/656819

zbMATH Keywords

computational seismologyuncertainty estimationwaveform inversion

Mathematics Subject Classification ID

Seismology (including tsunami modeling), earthquakes (86A15) Computational methods for problems pertaining to geophysics (86-08) Numerical methods for inverse problems for boundary value problems involving PDEs (65N21)

Uses Software

• L-BFGS

Cites Work

• Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions
• On the limited memory BFGS method for large scale optimization
• Square-root variable-metric methods for minimization
• Unified approach to quadratically convergent algorithms for function minimization
• Randomized algorithms for the low-rank approximation of matrices
• Square Root Variable Metric Method for Function Minimization
• Square-root algorithms for least-squares estimation
• Wavefield reconstruction inversion with a multiplicative cost function
• Inverse Problem Theory and Methods for Model Parameter Estimation
• A Rapidly Convergent Descent Method for Minimization
• A Computational Framework for Infinite-Dimensional Bayesian Inverse Problems Part I: The Linearized Case, with Application to Global Seismic Inversion
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