Joongmoo Byun - Publications, H-index & Citations

Transfer Learning-Based Seismic Phase Detection Algorithm for Distributed Acoustic Sensing Microseismic Data

IF3.2

2024-01-30

PREAI

Kang, Hyeonwoo; Bang, Minkyu; Seol, Soon Jee; Byun, Joongmoo

Near-Offset Gap Trace Extrapolation Based on Self-Supervised Learning

IF8.6

2024-01-01

PREAI

Choi, Yonggyu; Seol, Soon Jee; Byun, Joongmoo

A novel technology based on deep learning for the identification and classification of fetal structures in the first trimester

IF8.6

2024-01-01

PREAI

Park, Jiho; Kim, Sooyoon; Seol, Soon Jee; Byun, Joongmoo

ULTRASOUND IN OBSTETRICS & GYNECOLOGY

IF6.3

2023-10-02

OAAI

Hong, S.; Kim, O.; Kang, B.; Won, S.; Ko, H.; Byun, J.; Wie, J.; Kwon, J.; Lee, K.; Shin, J.; Kim, Y.; Park, S.; Choi, K.; Park, I.

Wavelet extraction using cepstrum

First-Break Picking Method Based on the Difference Between Multiwindow Energy Ratios

IF3.2

2023-07-25

PREAI

Kim, Young C.; Jo, Yeonghwa; Byun, Joongmoo

Explainable Deep Learning for Supervised Seismic Facies Classification Using Intrinsic Method

IF8.6

2023-01-01

PREAI

Kim, Dowan; Joo, Yonghwan; Byun, Joongmoo

Cross-Streamer Wavefield Reconstruction of a Towed Streamer System Using Bidirectional LSTM Networks With a Traces-to-Trace Approach

IF8.6

2023-01-01

PREAI

Noh, Kyubo; Kim, Dowan; Byun, Joongmoo

Interpretation of Frequency-Domain Airborne Electromagnetic Data Based on the Deep Neural Network Incorporating Topographic Information

IF4.4

2023-01-01

PREAI

Yeeh, Zeu; Yoon, Daeung; Byun, Joongmoo

Extraction of diffractions from seismic data using convolutional U-net and transfer learning

IF8.6

2023-01-01

PREAI

Bang, Minkyu; Seol, Soon Jee; Byun, Joongmoo

Bayesian Uncertainty Estimation for Deep Learning Inversion of Electromagnetic Data

IF3.2

2022-01-27

PREAI

Kim, Sooyoon; Seol, Soon Jee; Byun, Joongmoo; Oh, Seokmin

Impedance Inversion Based on Domain Adaptation Technique With Reconstruction

IF4.4

2022-01-01

PREAI

Oh, Seokmin; Byun, Joongmoo

Selection of Augmented Data for Overcoming the Imbalance Problem in Facies Classification

IF4.4

2022-01-01

PREAI

Yoo, Jeonghun; Kim, Dowan; Choi, Junhwan; Byun, Joongmoo

Imaging subsurface orebodies with airborne electromagnetic data using a recurrent neural network

IF4.4

2022-01-01

PREAI

Kim, Dowan; Byun, Joongmoo

A method for adequate selection of training data sets to reconstruct seismic data using a convolutional U-Net

IF3.2

2021-10-19

PREAI

Bang, Minkyu; Oh, Seokmin; Noh, Kyubo; Seol, Soon Jee; Byun, Joongmoo

Deep learning spectral enhancement considering features of seismic field data

IF3.2

2021-08-18

PREAI

Park, Jiho; Choi, Jihun; Seol, Soon Jee; Byun, Joongmoo; Kim, Young

Seismic Data Reconstruction Using Deep Bidirectional Long Short-Term Memory With Skip Connections

IF3.2

2021-08-18

PREAI

Choi, Yonggyu; Jo, Yeonghwa; Seol, Soon Jee; Byun, Joongmoo; Kim, Young

Cooperative deep learning inversion of controlled-source electromagnetic data for salt delineation

IF4.4

2021-07-01

OAAI

Yoon, Daeung; Yeeh, Zeu; Byun, Joongmoo

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

IF3.2

2020-06-10

PREAI

Oh, Seokmin; Noh, Kyubo; Seol, Soon Jee; Byun, Joongmoo

Salt Delineation From Electromagnetic Data Using Convolutional Neural Networks

IF3.2

2020-01-01

PREAI

Noh, Kyubo; Lee, Ki Ha; Oh, Seokmin; Seol, Soon Jee; Byun, Joongmoo