FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4364374221> ?p ?o ?g. }

• W4364374221 endingPage "065005" @default.
• W4364374221 startingPage "065005" @default.
• W4364374221 abstract "Abstract Full waveform inversion (FWI) is usually solved as a nonlinear least-squares problem to minimize the discrepancy between the recorded signal and the synthetic data by some gradient-based optimization methods. In this paper, we investigate acoustic FWI as training a neural network. We recast the time-domain difference scheme into a forward propagation process of vanilla recurrent neural network (RNN) and then find that the parameters of RNN coincide with the physical parameters in the wave equation. As a result, the FWI problem is resolved as training such a kind of neural network. Some stochastic optimization methods such as the Adam optimizer are applied to update the model parameters. We demonstrate our method numerically with three typical models including the benchmark Marmousi model. The numerical results show that the fast convergence and good velocity inversion result can be achieved." @default.
• W4364374221 created "2023-04-12" @default.
• W4364374221 creator A5032567233 @default.
• W4364374221 creator A5042457886 @default.
• W4364374221 date "2023-05-03" @default.
• W4364374221 modified "2023-10-01" @default.
• W4364374221 title "Full waveform inversion as training a neural network" @default.
• W4364374221 cites W1988720110 @default.
• W4364374221 cites W2003017040 @default.
• W4364374221 cites W2009552164 @default.
• W4364374221 cites W2012029480 @default.
• W4364374221 cites W2014078287 @default.
• W4364374221 cites W2057948975 @default.
• W4364374221 cites W2064675550 @default.
• W4364374221 cites W2094088790 @default.
• W4364374221 cites W2100245965 @default.
• W4364374221 cites W2106287462 @default.
• W4364374221 cites W2121029939 @default.
• W4364374221 cites W2125916088 @default.
• W4364374221 cites W2129887242 @default.
• W4364374221 cites W2180421538 @default.
• W4364374221 cites W2194775991 @default.
• W4364374221 cites W2618530766 @default.
• W4364374221 cites W2745110207 @default.
• W4364374221 cites W2749028154 @default.
• W4364374221 cites W2899283552 @default.
• W4364374221 cites W2912052494 @default.
• W4364374221 cites W2941408596 @default.
• W4364374221 cites W2963042536 @default.
• W4364374221 cites W2982219699 @default.
• W4364374221 cites W3019166713 @default.
• W4364374221 cites W4288083766 @default.
• W4364374221 doi "https://doi.org/10.1088/1402-4896/accbb6" @default.
• W4364374221 hasPublicationYear "2023" @default.
• W4364374221 type Work @default.
• W4364374221 citedByCount "0" @default.
• W4364374221 crossrefType "journal-article" @default.
• W4364374221 hasAuthorship W4364374221A5032567233 @default.
• W4364374221 hasAuthorship W4364374221A5042457886 @default.
• W4364374221 hasConcept C103824480 @default.
• W4364374221 hasConcept C109007969 @default.
• W4364374221 hasConcept C11413529 @default.
• W4364374221 hasConcept C121332964 @default.
• W4364374221 hasConcept C127313418 @default.
• W4364374221 hasConcept C13280743 @default.
• W4364374221 hasConcept C147168706 @default.
• W4364374221 hasConcept C151730666 @default.
• W4364374221 hasConcept C154945302 @default.
• W4364374221 hasConcept C158622935 @default.
• W4364374221 hasConcept C162324750 @default.
• W4364374221 hasConcept C185798385 @default.
• W4364374221 hasConcept C1893757 @default.
• W4364374221 hasConcept C197424946 @default.
• W4364374221 hasConcept C2777303404 @default.
• W4364374221 hasConcept C31972630 @default.
• W4364374221 hasConcept C41008148 @default.
• W4364374221 hasConcept C50522688 @default.
• W4364374221 hasConcept C50644808 @default.
• W4364374221 hasConcept C554190296 @default.
• W4364374221 hasConcept C62520636 @default.
• W4364374221 hasConcept C76155785 @default.
• W4364374221 hasConceptScore W4364374221C103824480 @default.
• W4364374221 hasConceptScore W4364374221C109007969 @default.
• W4364374221 hasConceptScore W4364374221C11413529 @default.
• W4364374221 hasConceptScore W4364374221C121332964 @default.
• W4364374221 hasConceptScore W4364374221C127313418 @default.
• W4364374221 hasConceptScore W4364374221C13280743 @default.
• W4364374221 hasConceptScore W4364374221C147168706 @default.
• W4364374221 hasConceptScore W4364374221C151730666 @default.
• W4364374221 hasConceptScore W4364374221C154945302 @default.
• W4364374221 hasConceptScore W4364374221C158622935 @default.
• W4364374221 hasConceptScore W4364374221C162324750 @default.
• W4364374221 hasConceptScore W4364374221C185798385 @default.
• W4364374221 hasConceptScore W4364374221C1893757 @default.
• W4364374221 hasConceptScore W4364374221C197424946 @default.
• W4364374221 hasConceptScore W4364374221C2777303404 @default.
• W4364374221 hasConceptScore W4364374221C31972630 @default.
• W4364374221 hasConceptScore W4364374221C41008148 @default.
• W4364374221 hasConceptScore W4364374221C50522688 @default.
• W4364374221 hasConceptScore W4364374221C50644808 @default.
• W4364374221 hasConceptScore W4364374221C554190296 @default.
• W4364374221 hasConceptScore W4364374221C62520636 @default.
• W4364374221 hasConceptScore W4364374221C76155785 @default.
• W4364374221 hasFunder F4320321001 @default.
• W4364374221 hasIssue "6" @default.
• W4364374221 hasLocation W43643742211 @default.
• W4364374221 hasOpenAccess W4364374221 @default.
• W4364374221 hasPrimaryLocation W43643742211 @default.
• W4364374221 hasRelatedWork W1533959244 @default.
• W4364374221 hasRelatedWork W1966416639 @default.
• W4364374221 hasRelatedWork W2356755074 @default.
• W4364374221 hasRelatedWork W2376945355 @default.
• W4364374221 hasRelatedWork W2377964692 @default.
• W4364374221 hasRelatedWork W2380955682 @default.
• W4364374221 hasRelatedWork W2385953612 @default.
• W4364374221 hasRelatedWork W3134606930 @default.
• W4364374221 hasRelatedWork W4211077342 @default.
• W4364374221 hasRelatedWork W4281635670 @default.

• next