Hongkyu Yoon

Gangneung–Wonju National University — South Korea

Engineering · Physical Sciences

28h-index2.4kcitations338works0.92yr avg
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Research Topics

Hydraulic Fracturing and Reservoir Analysis(67), Hydrocarbon exploration and reservoir analysis(50), Enhanced Oil Recovery Techniques(49), Drilling and Well Engineering(45), Groundwater flow and contamination studies(42)

Publications338 total

Effect of calcite filler on carbonation behavior in a synthesized C‐S‐H binder
Journal of the American Ceramic Society·2025Open Access
Microplastic fiber-induced transgenerational epigenetic disruption impairs fitness in Daphnia magna
Aquatic Toxicology·2025· 2 cited
Unsupervised Clustering of Microseismic Events and Focal Mechanism Analysis at the CO<sub>2</sub> Injection Site in Decatur, Illinois
Journal of Geophysical Research Machine Learning and Computation·2025· 1 citedOpen Access
Surrogate models for development of unconventional shale reservoirs by an integrated numerical approach of hydraulic fracturing, flow and geomechanics, and machine learning
Geomechanics for Energy and the Environment·2025· 4 cited
Water enhanced borehole breakout formation in granite at elevated temperatures
2025
Investigation of the Formation of Fracture Intersection Geometry
2025
Scalable Geomechanical Modeling for CO2 Sequestration Using Progressive Neural Operators with Low-Rank Adaptation
2025
Experimental data for damage mechanics simulation challenge
Engineering Fracture Mechanics·2025Open Access
Stochastic Ensemble Generation for Improved Characterization of Representing Geologic Variability in a Reservoir: IBDP Case Study for SMART Initiative
2025Open Access
Nanoscale Fe(0)–zeolite composite derived from coal bottom ash for efficient treatment of Cr(VI)-contaminated groundwater: Unveiling the importance of locations for surface-bound Fe(II) and Fe(0) passivation products
Journal of Hazardous Materials·2025· 7 cited
Latent space-based data assimilation for real-time forecasting during geologic carbon storage
2024Open Access
Upscaling of permeability and porosity evolution through pore scale reactive transport modeling
2024Open Access
SMART – A Comprehensive Research and Development Program to Demonstrate Application of Machine Learning for Supporting CCS Deployment
2024· 2 citedOpen Access
Boosting Barlow Twins Reduced Order Modeling for Machine Learning‐Based Surrogate Models in Multiphase Flow Problems
Water Resources Research·2024Open Access
Rapid model prediction and history matching using scientific machine learning for geologic carbon storage at the Illinois Basin-Decatur Project site
2024Open Access
Global-local graph neural operator for real-time analysis of large-scale CO2 storage
2024Open Access
Transmission interference fringe (<i>TIF</i>) technique for the dynamic visualization of evaporating droplet
Applied Physics Letters·2024· 1 citedOpen Access
CO<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si172.svg" display="inline" id="d1e942"><mml:msub><mml:mrow/><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math> storage site characterization using ensemble-based approaches with deep generative models
Geoenergy Science and Engineering·2024· 5 citedOpen Access
Reactive transport modeling involving precipitation and dissolution in porous and fractured media
2024Open Access
Deep Learning for Full Waveform Inversion of Elastic Active-Source Seismic Data to Estimate P-Wave Velocity Models
2024Open Access
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Frequent Co-authors

Charles J. Werth(18), Albert J. Valocchi(14), Thomas Dewers(7), Kyung Won Chang(6), Teeratorn Kadeethum(5), Daniel O’Malley(5), Nikolaos Bouklas(5), Mart Oostrom(5), Zuleima T. Karpyn(4), Jonghyun Lee(4), Changyong Zhang(4), Nancy Hess(3), Shimin Liu(3), Francesco Ballarin(3), Youngsoo Choi(3), Hari Viswanathan(3), Qinjun Kang(2), Matthew T. Balhoff(2), David A. DiCarlo(2), Peter Eichhubl(2)