Data space reduction, quality assessment and searching of seismograms: autoencoder networks for waveform data AP Valentine, J Trampert Geophysical Journal International 189, 1183-1202, 2012 | 88 | 2012 |
Earth’s multi-scale topographic response to global mantle flow DR Davies, AP Valentine, SC Kramer, N Rawlinson, MJ Hoggard, ... Nature Geoscience 12 (10), 845-850, 2019 | 70 | 2019 |
Assessing the uncertainties on seismic source parameters: Towards realistic error estimates for centroid-moment-tensor determinations AP Valentine, J Trampert Physics of the Earth and Planetary Interiors 210, 36-49, 2012 | 52 | 2012 |
An introduction to learning algorithms and potential applications in geomorphometry and earth surface dynamics A Valentine, L Kalnins Earth Surface Dynamics 4, 445-460, 2016 | 49* | 2016 |
A framework for fast probabilistic centroid-moment-tensor determination—inversion of regional static displacement measurements P Käufl, AP Valentine, TB O'Toole, J Trampert Geophysical Journal International 196 (3), 1676-1693, 2014 | 44 | 2014 |
Bayesian inference of Earth's radial seismic structure from body-wave traveltimes using neural networks RWL de Wit, AP Valentine, J Trampert Geophysical Journal International 195 (1), 408-422, 2013 | 44 | 2013 |
Gaussian process models—I. A framework for probabilistic continuous inverse theory AP Valentine, M Sambridge Geophysical Journal International 220 (3), 1632-1647, 2020 | 41 | 2020 |
Bayesian inversion of free oscillations for Earth’s radial (an) elastic structure RWL de Wit, PJ Käufl, AP Valentine, J Trampert Physics of the Earth and Planetary Interiors 237, 1-17, 2014 | 39 | 2014 |
Reducing errors in seismic tomography: combined inversion for sources and structure AP Valentine, JH Woodhouse Geophysical Journal International 180 (2), 847-857, 2010 | 36 | 2010 |
Solving probabilistic inverse problems rapidly with prior samples P Käufl, A P Valentine, R W de Wit, J Trampert Geophysical Journal International 205 (3), 1710-1728, 2016 | 34 | 2016 |
Structure and properties of alkali aluminosilicate glasses and melts: insights from deep learning C Le Losq, AP Valentine, BO Mysen, DR Neuville Geochimica et Cosmochimica Acta 314, 27-54, 2021 | 30 | 2021 |
Exact free oscillation spectra, splitting functions and the resolvability of Earth's density structure F Akbarashrafi, D Al-Attar, A Deuss, J Trampert, AP Valentine Geophysical Journal International 213 (1), 58-76, 2018 | 29 | 2018 |
Using pattern recognition to infer parameters governing mantle convection S Atkins, AP Valentine, PJ Tackley, J Trampert Physics of the Earth and Planetary Interiors 257, 171-186, 2016 | 28 | 2016 |
Centroid–moment tensor inversions using high‐rate GPS waveforms TB O’Toole, AP Valentine, JH Woodhouse Geophysical Journal International, 2012 | 26 | 2012 |
Optimal regularization for a class of linear inverse problem AP Valentine, M Sambridge Geophysical Journal International 215 (2), 1003-1021, 2018 | 25 | 2018 |
Approaches to automated data selection for global seismic tomography AP Valentine, JH Woodhouse Geophysical Journal International 182 (2), 1001-1012, 2010 | 25 | 2010 |
Robust and Fast Probabilistic Source Parameter Estimation from Near‐Field Displacement Waveforms Using Pattern Recognition P Käufl, A Valentine, R de Wit, J Trampert Bulletin of the Seismological Society of America 105 (4), 2299-2312, 2015 | 22 | 2015 |
Earthquake source parameters from GPS‐measured static displacements with potential for real‐time application TB O'Toole, AP Valentine, JH Woodhouse Geophysical Research Letters 40 (1), 60-65, 2013 | 21 | 2013 |
Geophysical inversion and optimal transport M Sambridge, A Jackson, AP Valentine Geophysical Journal International, 2022 | 20 | 2022 |
Gaussian process models—II. Lessons for discrete inversion AP Valentine, M Sambridge Geophysical Journal International 220 (3), 1648-1656, 2020 | 19 | 2020 |