Bayesian Seismic Source Inversion With a 3‐D Earth Model of the Japanese Islands

S Simutė, C Boehm, L Krischer… - Journal of …, 2023 - Wiley Online Library
We present probabilistic centroid‐moment tensor solutions inferred from the combination of
Hamiltonian Monte Carlo sampling and a 3‐D full‐waveform inversion Earth model of the …

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

T Yamada, K Ohno, Y Ohta - Earth, Planets and Space, 2022 - Springer
A rapid source fault estimation and quantitative assessment of the uncertainty of the
estimated model can elucidate the occurrence mechanism of earthquakes and inform …

Autotuning Hamiltonian Monte Carlo for efficient generalized nullspace exploration

A Fichtner, A Zunino, L Gebraad… - Geophysical Journal …, 2021 - academic.oup.com
We propose methods to efficiently explore the generalized nullspace of (non-linear) inverse
problems, defined as the set of plausible models that explain observations within some misfit …

Bayesian inversion using nested trans-dimensional Gaussian processes

A Ray - Geophysical Journal International, 2021 - academic.oup.com
To understand earth processes, geoscientists infer subsurface earth properties such as
electromagnetic resistivity or seismic velocity from surface observations of electromagnetic …

Imaging the top of the Earth's inner core: a present-day flow model

H Tkalčić, AB Belonoshko, JB Muir, M Mattesini… - Scientific Reports, 2024 - nature.com
Despite considerable progress in seismology, mineral physics, geodynamics,
paleomagnetism, and mathematical geophysics, Earth's inner core structure and evolution …

Seismic methodologies key to unlocking Earth's lowermost mantle

L Waszek - Nature Geoscience, 2024 - nature.com
Seismic methodologies key to unlocking Earth’s lowermost mantle | Nature Geoscience Skip to
main content Thank you for visiting nature.com. You are using a browser version with limited …

Probabilistic geophysical inversion of complex resistivity measurements using the Hamiltonian Monte Carlo method

J Hase, FM Wagner, M Weigand… - Geophysical Journal …, 2025 - academic.oup.com
In this work, we introduce the probabilistic inversion of tomographic complex resistivity (CR)
measurements using the Hamiltonian Monte Carlo (HMC) method. The posterior model …

[HTML][HTML] Adjoint inversion of antipodal PKPab waveforms for P wave velocity anomaly at the base of the lower mantle

S Tsuboi, R Butler - Physics of the Earth and Planetary Interiors, 2024 - Elsevier
We perform an adjoint inversion by using antipodal PKPab phases to estimate the
heterogeneous Vp structure at the base of the lowermost mantle. We have carefully …

Long‐Wavelength Topography and Multiscale Velocity Heterogeneity at the Core‐Mantle Boundary

JB Muir, S Tanaka, H Tkalčić - Geophysical Research Letters, 2022 - Wiley Online Library
The structure of the lowermost mantle and the core‐mantle boundary (CMB) has profound
implications for Earth's evolution and current‐day dynamics. Whilst tomographic studies of …

Lowermost Mantle Shear‐Velocity Structure From Hierarchical Trans‐Dimensional Bayesian Tomography

S Mousavi, H Tkalčić, R Hawkins… - Journal of Geophysical …, 2021 - Wiley Online Library
The core‐mantle boundary (CMB) is the most extreme boundary within the Earth where the
liquid, iron‐rich outer core interacts with the rocky, silicate mantle. The nature of the …