학술논문

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발행년	- (예 : 2010-2015)

전체선택

Neural Eikonal solver: Improving accuracy of physics-informed neural networks for solving eikonal equation in case of caustics

Academic Journal

Grubas, S.; Duchkov, A.; Loginov, G.

In: Journal of Computational Physics. (Journal of Computational Physics, 1 February 2023, 474)

Full Text (ScienceDirect 종량제) Full Text (ScienceDirect) Web of Science JCR 저널정보 Scopus Find it@PNU

PHYSICS-CONSTRAINED DEEP LEARNING FOR SOLVING THE EIKONAL EQUATION

Conference

Grubas, S.; Loginov, G.; Duchkov, A.

In: 82nd EAGE Conference and Exhibition 2021, 82nd EAGE Conference and Exhibition 2021. (82nd EAGE Conference and Exhibition 2021, 2021, 3:2252-2256)

Scopus Find it@PNU

LOCALIZATION OF MICROSEISMIC EVENTS USING THE PHYSICS-INFORMED NEURAL-NETWORK FOR TRAVELTIME COMPUTATION

Conference

Grubas, S.; Yaskevich, S.; Duchkov, A.

In: 82nd EAGE Conference and Exhibition 2021, 82nd EAGE Conference and Exhibition 2021. (82nd EAGE Conference and Exhibition 2021, 2021, 7:5228-5232)

Scopus Find it@PNU

Seismic-wave traveltime computation by supervised and unsupervised training of artificial neural networks

Conference

Grubas, S.

In: Proceedings - SPE Annual Technical Conference and Exhibition, Society of Petroleum Engineers - SPE Annual Technical Conference and Exhibition 2020, ATCE 2020. (Proceedings - SPE Annual Technical Conference and Exhibition, 2020, 2020-October)

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The use of the neural network for traveltimes approximation for inhomogeneous velocity models

Conference

Grubas, S.; Loginov, G.; Duchkov, A.

In: 81st EAGE Conference and Exhibition 2019, 81st EAGE Conference and Exhibition 2019. (81st EAGE Conference and Exhibition 2019, 3 June 2019)

Scopus Find it@PNU

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