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Keywords: solver
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Proceedings Papers
Scalable, efficient, and adaptive simulation of frequency-domain wave propagation
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4101625
... Developing fast and scalable solvers for frequency-domain wave propagation is a notoriously difficult problem in mathematics and scientific computing. One challenge is that classical discretization techniques such as finite difference methods yield indefinite discrete systems that preclude use...
Proceedings Papers
Interpretation of first-arrival times of borehole acoustic measurements acquired in high-angle wells using 3D eikonal numerical simulations
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4092843
... We develop a 3D eikonal solver based on the fast sweeping method to numerically simulate bed-boundary effects on azimuthal borehole acoustic measurements acquired in highangle or horizontal (HA/HZ) wells. A fast and effective solver is essential for real-time and reliable interpretation in HA/HZ...
Proceedings Papers
Calculating sensitivities for 3D inversion of electromagnetic well logging data
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3901080
... with a direct solver. The method calculates derivatives directly from the linear system generated by the finite element code at the cost of additional substitution phases for the same matrix factorization performed for the forward problem in the inversion iteration. A validation example is presented...
Proceedings Papers
Deep learning software accelerators for full-waveform inversion
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-w17-01
... characterization computer based training neural network machine learning upstream oil & gas artificial intelligence dataset international gpus exploration geophysicist fwi solver society full waveform inversion american association equation node deep learning deep-learning software accelerator...
Proceedings Papers
Accelerating innovation with software abstractions for scalable computational geophysics
Available to PurchaseMathias Louboutin, Philipp Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin, Rafael Orozco, Felix J. Herrmann
Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3750561
... siahkoohi interface algorithm imaging inversion operator solver upstream oil & gas artificial intelligence herrmann international software geophysics application quantification devito american association applied geoscience exploration geophysicist Accelerating innovation...
Proceedings Papers
Inversion comparison using an elastic local solver to recover elastic parameters
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3564832
... upstream oil & gas local solver local domain implementation reservoir characterization simulation reflection elastic local solver phase inversion wavefield reconstruction robertsson applied geoscience wavefield geophysics fwi reconstruction exploration geophysicist 10...
Proceedings Papers
Solving frequency-domain elastic wave equations via parallel controllability methods
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3583520
... on the computation of frequency- Conventional methods to solve the time-harmonic elastic wave equa- domain solutions from time-domain solvers (Nihei and Li, 2007; Sir- tions usually rely on either direct solvers or iterative solvers. The gue et al., 2008), which takes bene t on the reliability and good scaling...
Proceedings Papers
Large-scale frequency-domain seismic wave modeling on h-adaptive tetrahedral meshes with iterative solver and multi-level domain-decomposition preconditioners
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3427414
... covering spatial domains of moderate size, the later should be the approach of choice for sparse node acquisitions covering large domains (more than 50 millions of unknowns). Fast convergence of iterative solvers for Helmholtz problems remains however challenging in high frequency regime due to the non...
Proceedings Papers
4D multiparameter adaptive metropolis hastings inversion
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215046
... of freedom. Unlike most of uncertainty quantification methodologies that use expensive forward solvers, we speed up our computations by using a numerically exact local acoustic solver. Presentation Date: Tuesday, September 17, 2019 Session Start Time: 1:50 PM Presentation Start Time: 3:05 PM Location...
Proceedings Papers
Feasibility study on 3D frequency-domain anisotropic elastic wave modeling using spectral element method with parallel direct linear solvers
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215003
... ABSTRACT A feasibility study on 3D frequency-domain anisotropic elastic wave modeling is conducted. The spectral element method is applied to discretize the 3D frequency-domain anisotropic elastic wave equation and the linear system is solved by parallel direct solvers, MUMPS andWSMP. A hybrid...
Proceedings Papers
Accurate quasi-SV traveltimes in 3D transversely isotropic media with vertical axis of symmetry using a high-order fast-sweeping-based eikonal solver
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216245
... geological scenarios. Such accuracy depends on the correctness of the anisotropic velocity model and on the numerical method for computing traveltimes. This work describes a new high-order fast-sweeping eikonal solver for q-SV waves in 3D TI media with emphasis on media with a vertical axis of symmetry. We...
Proceedings Papers
Data- and prior-driven sampling and wavefield reconstruction for sparse, irregularly-sampled, higher-order gradient data
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216425
... sparse, irregularly sampled data, containing pressure fields and two orders of its spatial derivatives, to retrieve the desired regularly-sampled, dense data. Here, we employ a prior-knowledge-based, data dependent sampling scheme, together with a consistent preconditioning for the solver, that aims...
Proceedings Papers
A numerical solver for least-squares sub-problems in 3D wavefield reconstruction inversion and related problem formulations
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216638
... of the Helmholtz equation. Memory requirements for direct solvers are often prohibitively large in three dimensions, and this limited the examples in the literature to two dimensions. We present an algorithm that uses iterative Helmholtz solvers as a blackbox to solve the least-squares problem corresponding to 3D...
Proceedings Papers
WaveHoltz: Parallel and scalable solution of the Helmholtz equation
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216730
... ABSTRACT We introduce a novel idea, the WaveHoltz iteration, for solving the Helmholtz equation inspired by recent work on exact controllability (EC) methods. As in EC methods our method make use of time domain methods for wave equations to design frequency domain Helmholtz solvers but unlike...
Proceedings Papers
3D FETD forward modelling for transient electromagnetic methods using a grounded-wire source
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3212359
... ABSTRACT A 3D finite-element time-domain (FETD) forward modelling solver is applied to synthesizing transient electromagnetics excited by a grounded-wire source. This FETD solver can deal with realistic transmitting waveforms and complex-shaped sources caused by topography. For a half-space...
Proceedings Papers
Integrated model construction for CO2-EOR monitoring via charged-wellbore casing controlled-source electromagnetics
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215913
... Time: 4:45 PM Location: 301B Presentation Type: Oral modeling & simulation field survey model construction enhanced oil recovery annual meeting upstream oil & gas site model enhanced recovery conductivity model solver reservoir model monitoring reservoir interval reservoir...
Proceedings Papers
A direct solver in 3D frequency-domain simulation of acoustic and elastic waves
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3214907
... Date: Wednesday, September 18, 2019 Session Start Time: 1:50 PM Presentation Start Time: 3:05 PM Location: 304A Presentation Type: Oral helmholtz equation solver memory consumption annual meeting upstream oil & gas dispersion error reservoir characterization factorization...
Proceedings Papers
Amplitude variation with offset (AVO) inversion modeling with a local elastic solver
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2996106
...-parameter inversion, however, this method is computationally expensive. In this study, we model AVO using a coupled elastic-acoustic local solver to model the wavefields and find that the amplitude of the reflectiongenerated by the local solver can be used to invert material properties at a reflector...
Proceedings Papers
Benchmarking 3D time- and frequency-domain solvers for FWI applications for different cluster sizes and variable number of sources
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2994516
... We compare the performance of two acoustic solvers in the framework of frequency-domain full-waveform inversion. Using a realistic 3D marine model, we conduct a series of numerical experiments varying the number of nodes and sources taken from a typical 3D seismic acquisition scenario. When...
Proceedings Papers
4D full-waveform metropolis hastings inversion using a local acoustic solver
Available to PurchasePublisher: Society of Exploration Geophysicists
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2997858
.... Biondi , 2014 , Joint full-waveform inversion of time-lapse seismic data sets : 84th Annual International Meeting, SEG , Expanded Abstracts , 1 – 5 , 10.1190/segam2014-0962.1 . Malcolm , A. , and B. Willemsen , 2017 , Rapid 4d FWI using a local solver : The Leading...
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