• 305 Citations
  • 11 h-Index
19972020

Research output per year

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Research Output

2020

Adverse Effects of an Edge Diffractor in Seismic Reflection Interferometry

Song, Y., Kim, K. Y., Byun, J. & René, R. M., 2020, (Accepted/In press) In : Pure and Applied Geophysics.

Research output: Contribution to journalArticle

Cooperative deep learning inversion: Seismic-constrained CSEM inversion for salt delineation

Oh, S., Noh, K., Yoon, D., Seol, S. J. & Byun, J., 2020 Jan 1, p. 1055-1059. 5 p.

Research output: Contribution to conferencePaper

Facies classification using semi-supervised deep learning with pseudo-labeling strategy

Saleem, A., Choi, J., Yoon, D. & Byun, J., 2020 Jan 1, p. 3171-3175. 5 p.

Research output: Contribution to conferencePaper

1 Scopus citations

Imaging discrete fracture networks using the location and moment tensors of microseismic events

Yu, J., Byun, J. & Seol, S. J., 2020 Jan 1, (Accepted/In press) In : Exploration Geophysics.

Research output: Contribution to journalArticle

Imaging subsurface resistivity structure from airborne electromagnetic induction data using deep neural network

Noh, K., Yoon, D. & Byun, J., 2020 Mar 3, In : Exploration Geophysics. 51, 2, p. 214-220 7 p.

Research output: Contribution to journalArticle

Location-based parameterization of controlled-source electromagnetic data inversion for the monitoring of hydraulic fracturing with magnetically enhanced proppants

Noh, K., Ha Lee, K., Oh, S., Jee Seol, S. & Byun, J., 2020 Jan 1, In : Geophysics. 85, 1, p. E27-E39

Research output: Contribution to journalArticle

Pore fluid estimation using effective workflow of Poisson impedance analysis

Kim, S., Kim, B., Choi, J., Byun, J., Choi, H. & Bang, S., 2020 May 3, In : Exploration Geophysics. 51, 3, p. 314-326 13 p.

Research output: Contribution to journalArticle

Probabilistic reservoir characterisation using 3D pdf of stochastic forward modelling results in Vincent oil field

Choi, J., Kim, S., Kim, B. & Byun, J., 2020 May 3, In : Exploration Geophysics. 51, 3, p. 341-354 14 p.

Research output: Contribution to journalArticle

Reconstruction of seismic field data with convolutional U-Net considering the optimal training input data

Park, J., Yoon, D., Seol, S. J. & Byun, J., 2020 Jan 1, p. 4650-4654. 5 p.

Research output: Contribution to conferencePaper

Regularization of multidimensional sparse seismic data using Delaunay tessellation

Yeeh, Z., Song, Y., Byun, J., Seol, S. J. & Kim, K. Y., 2020 Mar, In : Journal of Applied Geophysics. 174, 103877.

Research output: Contribution to journalArticle

Vertical resolution enhancement of seismic data with convolutional U-net

Choi, Y., Seol, S. J., Byun, J. & Kim, Y., 2020 Jan 1, p. 2388-2392. 5 p.

Research output: Contribution to conferencePaper

2019

A structure-tensor-constrained cooperative inversion using an extracted physical property distribution

Kim, B., Seol, S. J., Byun, J. & Cho, S., 2019 Feb 6, In : Geophysical Journal International. 217, 2, p. 1334-1352 19 p.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Automatic labeling strategy in semi-supervised seismic facies classification by integrating well logs and seismic data

Lee, S., Choi, J., Yoon, D. & Byun, J., 2019 Jan 1, p. 2166-2170. 5 p.

Research output: Contribution to conferencePaper

2 Scopus citations

Deep learning applications in EM imaging

Byun, J., Oh, S., Noh, K., Yoon, D. & Seol, S. J., 2019 Jun 3, 81st EAGE Conference and Exhibition 2019 Workshop Programme. EAGE Publishing BV, (81st EAGE Conference and Exhibition 2019 Workshop Programme).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Elastic full waveform inversion using plane-wave

Kwon, T., Byun, J., Kim, B. Y. & Huh, S., 2019 Nov, In : Journal of Applied Geophysics. 170, 103826.

Research output: Contribution to journalArticle

Location-based parameterization of CSEM data inversion for the monitoring of hydraulic fracturing with magnetically enhanced proppants

Noh, K., Lee, K. H., Oh, S., Seol, S. J. & Byun, J., 2019, p. 924-928. 5 p.

Research output: Contribution to conferencePaper

Petrofacies characterization using best combination of multiple elastic properties

Choi, J., Yoon, D., Lee, S. & Byun, J., 2019 Oct, In : Journal of Petroleum Science and Engineering. 181, 106161.

Research output: Contribution to journalArticle

Resistivity imaging from electromagnetic data using a fully convolutional network

Oh, S., Noh, K., Yoon, D., Seol, S. J. & Byun, J., 2019 Jun 3, 81st EAGE Conference and Exhibition 2019. EAGE Publishing BV, (81st EAGE Conference and Exhibition 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Salt Delineation from Electromagnetic Data Using Convolutional Neural Networks

Oh, S., Noh, K., Yoon, D., Seol, S. J. & Byun, J., 2019 Apr, In : IEEE Geoscience and Remote Sensing Letters. 16, 4, 8527527.

Research output: Contribution to journalArticle

3 Scopus citations
2018

3D sequential inversion of frequency-domain airborne electromagnetic data to determine conductive and magnetic heterogeneities

Noh, K., Oh, S., Seol, S. J. & Byun, J., 2018 Sep 1, In : Geophysics. 83, 5, p. E357-E369

Research output: Contribution to journalArticle

4 Scopus citations

An efficient interpolation approach for insufficient 3D field data

Kim, B., Jeong, S., Byun, J. & Kim, Y., 2018 Jan 1, In : Exploration Geophysics. 49, 1, p. 58-67 10 p.

Research output: Contribution to journalArticle

Apparatus and method for salt body delineation by deep learning

Oh, S., Byun, J., Seol, S. J., Yoon, D. & Noh, K., 2018

Research output: Patent

Imaging the crustal structure along the KCRT-2008 profile in the Southern Korean Peninsula using regularisation

Choi, J., Lee, S., Byun, J., Kim, K. Y. & Lee, J. M., 2018 Jan 1, In : Exploration Geophysics. 49, 4, p. 462-468 7 p.

Research output: Contribution to journalArticle

1 Scopus citations

Imaging tilted transversely isotropy media with a generalized-screen propagator

Shin, S. I., Byun, J. & Seol, S. J., 2018 Dec 6, In : Exploration Geophysics. 46, 4, p. 349-358

Research output: Contribution to journalConference article

Integrated inversion of the quantitative seismic interpretation result and electromagnetic data using structure tensor

Kim, B., Byun, J. & Oh, S., 2018 Sep 9, 24th European Meeting of Environmental and Engineering Geophysics. European Association of Geoscientists and Engineers, EAGE, (24th European Meeting of Environmental and Engineering Geophysics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Poynting vector-guided imaging condition for imaging fractures using microseismic data

Jo, Y., Seol, S. J., Choi, H. & Byun, J., 2018 Jan 1, In : Exploration Geophysics. 49, 6, p. 856-867 12 p.

Research output: Contribution to journalArticle

Preliminary Image of Upper Mantle Structure Beneath the Korean Peninsula by Cross-correlation of Seismic Noise Data

Song, Y., Byun, J. & Lee, J., 2018, European Geosciences Union General Assembly 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probabilistic facies analysis in high-dimensional data using scatter-matrix-based separability measure

Choi, J., Yoon, D., Byun, J. & Lee, S., 2018 Jan 1, p. 3171-3175. 5 p.

Research output: Contribution to conferencePaper

Seismic trace regularization of multidimensional sparse data using Delaunay triangulation

Yeeh, Z. & Byun, J., 2018, AGU Fall meeting 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Velocity analysis of surface seismic data with VSP data as constraints

Joo, Y., Jee Seol, S. & Byun, J., 2018 Jan 1, 78th Society of Exploration Geophysicists International Exposition and Annual Meeting, SEG 2008. Society of Exploration Geophysicists, p. 2052-2056 5 p. (78th Society of Exploration Geophysicists International Exposition and Annual Meeting, SEG 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Converted-wave guided imaging condition for elastic reverse time migration with wavefield separation

Choi, H., Seol, S. J. & Byun, J., 2017 Sep, In : Exploration Geophysics. 48, 3, p. 201-209 9 p.

Research output: Contribution to journalArticle

1 Scopus citations

Delineation of gas hydrate reservoirs in the Ulleung Basin using unsupervised multi-attribute clustering without well log data

Lee, J., Byun, J., Kim, B. & Yoo, D. G., 2017 Oct, In : Journal of Natural Gas Science and Engineering. 46, p. 326-337 12 p.

Research output: Contribution to journalArticle

4 Scopus citations

Effects of steel casing in mCSEM: Analysis on the air-sea interface and a steel infrastructure

Oh, S., Noh, K., Seol, S. J. & Byun, J., 2017, In : SEG Technical Program Expanded Abstracts.

Research output: Contribution to journalArticle

Fast first arrival picking algorithm for noisy microseismic data

Kim, D., Byun, J., Lee, M., Choi, J. & Kim, M., 2017 Jun, In : Exploration Geophysics. 48, 2, p. 131-136 6 p.

Research output: Contribution to journalArticle

3 Scopus citations

Improved modified energy ratio method using a multi-window approach for accurate arrival picking

Lee, M., Byun, J., Kim, D., Choi, J. & Kim, M., 2017 Apr 1, In : Journal of Applied Geophysics. 139, p. 117-130 14 p.

Research output: Contribution to journalReview article

16 Scopus citations

Numerical evaluation of active source magnetics as a method for imaging high-resolution near-surface magnetic heterogeneity

Noh, K., Lee, K. H., Oh, S., Seol, S. J. & Byun, J., 2017 Sep 1, In : Geophysics. 82, 5, p. J27-J38

Research output: Contribution to journalArticle

8 Scopus citations

Probabilistic facies analysis using 3D crossplot of stochastic forward modeling results

Choi, J., Kim, B., Kim, S. & Byun, J., 2017, In : SEG Technical Program Expanded Abstracts.

Research output: Contribution to journalArticle

Suppressing spurious events in the image from microseismic data using Poynting vector

Jo, Y., Seol, S. J., Byun, J. & Choi, H., 2017, In : SEG Technical Program Expanded Abstracts.

Research output: Contribution to journalArticle

2016

3D CSEM inversion using a source-type finite-element approach

Chung, Y. & Byun, J., 2016 Jan 1, In : SEG Technical Program Expanded Abstracts. 35, p. 1004-1008 5 p.

Research output: Contribution to journalConference article

Analysis of anomalous electrical conductivity and magnetic permeability effects using a frequency domain controlled-source electromagnetic method

Noh, K., Oh, S., Seol, S. J., Lee, K. H. & Byun, J., 2016 Jan 1, In : Geophysical Journal International. 204, 3, p. 1550-1564 15 p.

Research output: Contribution to journalArticle

12 Scopus citations

A new data constraint for the effective inversion of CSEM data in the intermediate zone

Oh, S., Noh, K., Seol, S. J. & Byun, J., 2016 Jan 1, In : SEG Technical Program Expanded Abstracts. 35, p. 862-866 5 p.

Research output: Contribution to journalConference article

Effective 2D FWI method for field data (3D data)

Kwon, T., Seol, S. J. & Byun, J., 2016

Research output: Patent

Effective workflow of poisson impedance analysis for identifying oil reservoir with similar resistivity log response to neighboring medias

Kim, S., Kim, B., Lee, J. & Byun, J., 2016 Jan 1, In : SEG Technical Program Expanded Abstracts. 35, p. 2851-2855 5 p.

Research output: Contribution to journalConference article

2 Scopus citations

Feasibility study of seismic monitoring for gas hydrate production in the Ulleung Basin in the East Sea

Lee, J., Kim, M., Byun, J. & Yoo, D. G., 2016 May 3, In : Geosystem Engineering. 19, 3, p. 108-118 11 p.

Research output: Contribution to journalArticle

1 Scopus citations