Jonghyun "Harry" Lee

Jonghyun "Harry" Lee

University of Hawaii at Manoa

H-index: 21

North America-United States

About Jonghyun "Harry" Lee

Jonghyun "Harry" Lee, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Hawaii at Manoa, specializes in the field of Hydrogeology, Inverse problems, Stochastic optimization, Near-shore hydrodynamics, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Using Deep Learning to Model the Groundwater Tracer Radon in Coastal Waters

Scalable real-time data assimilation with various data types for accurate spatiotemporal nearshore bathymetry estimation

Evolution of plume geometry, dilution and reactive mixing in porous media under highly transient flow fields at the surface water-groundwater interface

Estimation of Physical Coefficients for CO2 Sequestration using Deep Generative Priors based Inverse Modeling Framework

Improved Black-box Variational Inference for High-dimensional Bayesian Inversion involving Black-box Simulators

Coupling Self-Attention Generative Adversarial Network and Bayesian Inversion for Carbon Storage System

Blending Bathymetry: Combination of image-derived parametric approximations and celerity data sets for nearshore bathymetry estimation

Improved methodology for deep aquifer characterization using hydrogeological, self-potential, and magnetotellurics data

Jonghyun "Harry" Lee Information

University

Position

___

Citations(all)

1175

Citations(since 2020)

947

Cited By

514

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

29

i10Index(since 2020)

28

Email

University Profile Page

University of Hawaii at Manoa

Google Scholar

View Google Scholar Profile

Jonghyun "Harry" Lee Skills & Research Interests

Hydrogeology

Inverse problems

Stochastic optimization

Near-shore hydrodynamics

Deep Learning

Top articles of Jonghyun "Harry" Lee

Title

Journal

Author(s)

Publication Date

Using Deep Learning to Model the Groundwater Tracer Radon in Coastal Waters

Water Resources Research

Tristan McKenzie

Henrietta Dulai

Jonghyun Lee

Natasha T Dimova

Isaac R Santos

...

2023

Scalable real-time data assimilation with various data types for accurate spatiotemporal nearshore bathymetry estimation

Coastal Engineering Proceedings

Jonghyun Harry Lee

Tyler Hesser

Matthew Farthing

Spicer Bak

Katherine DeVore

2023/9

Evolution of plume geometry, dilution and reactive mixing in porous media under highly transient flow fields at the surface water-groundwater interface

Journal of Contaminant Hydrology

Mónica Basilio Hazas

Francesca Ziliotto

Jonghyun Lee

Massimo Rolle

Gabriele Chiogna

2023/9/1

Estimation of Physical Coefficients for CO2 Sequestration using Deep Generative Priors based Inverse Modeling Framework

Jiawei Shen

Jonghyun Lee

Hongkyu Yoon

2023/8

Improved Black-box Variational Inference for High-dimensional Bayesian Inversion involving Black-box Simulators

Dhruv V Patel

Jonghyun Harry Lee

Matthew Farthing

Tyler Hesser

Peter Kitanidis

...

2023/11/3

Coupling Self-Attention Generative Adversarial Network and Bayesian Inversion for Carbon Storage System

Jichao Bao

Jonghyun Lee

Hongkyu Yoon

2023/8

Blending Bathymetry: Combination of image-derived parametric approximations and celerity data sets for nearshore bathymetry estimation

arXiv preprint arXiv:2311.01085

Jonghyun Lee

Katherine DeVore

Tyler Hesser

A Spicer Bak

Katherine Brodie

...

2023/11/2

Improved methodology for deep aquifer characterization using hydrogeological, self-potential, and magnetotellurics data

arXiv preprint arXiv:2304.10083

Young-Ho Seo

Jonghyun Lee

Aly I El-Kadi

Niels Grobbe

2023/4/20

Subsurface Characterization using Ensemble-based Approaches with Deep Generative Models

arXiv preprint arXiv:2310.00839

Jichao Bao

Hongkyu Yoon

Jonghyun Lee

2023/10/2

Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry

Advances in Water Resources

Mojtaba Forghani

Yizhou Qian

Jonghyun Lee

Matthew Farthing

Tyler Hesser

...

2022/10/26

A density-dependent multi-species model to assess groundwater flow and nutrient transport in the coastal Keauhou aquifer, Hawai ‘i, USA

Hydrogeology Journal

Brytne K Okuhata

Aly I El-Kadi

Dulai Henrietta

Jonghyun Lee

Christopher A Wada

...

2022/2/1

Integration of deep learning‐based inversion and upscaled mass‐transfer model for DNAPL mass‐discharge estimation and uncertainty assessment

Water Resources Research

Xueyuan Kang

Amalia Kokkinaki

Xiaoqing Shi

Hongkyu Yoon

Jonghyun Lee

...

2022/10

Deep Learning-Based Data Assimilation in the Latent Space for Real-Time Forecasting of Geologic Carbon Storage

Hongkyu Yoon

Jonghyun Lee

Teeratorn Kadeethum

2022/12/6

Accelerated 3D Electrical Resistivity Tomography with a Scalable Jacobian-free Approach

arXiv preprint arXiv:2202.00059

Jonghyun Lee

2022/1/31

Efficient seismic numerical modeling technique using the yolov2-based expanding domain method

JOURNAL OF SEISMIC EXPLORATION

Dawoon Lee

Seungpyo Choi

Jonghyun Lee

Wookeen Chung

2022/10/1

Variational Autoencoder-based Inversion and Upscaled Mass Transfer Model.

Hongkyu Yoon

Xueyuan Kang

Xiaoqing Shi

Jonghyun Harry Lee

2022/12/1

Development of the PISALE Codebase for Simulating Flow and Transport in Large-scale Coastal Aquifer

Young-Ho Seo

Jonghyun Lee

Alice Koniges

Aaron Fisher

2022

Machine Learning and Projection-Based Model Reduction in Hydrology and Geosciences

Mojtaba Forghani

Yizhou Qian

Jonghyun Lee

Matthew Farthing

Tyler Hesser

...

2022/8

Natural gas fugitive leak detection and quantification using a continuous methane emission monitoring system and a simplified model

AGU Fall Meeting Abstracts

Younki Cho

Jonghyun Harry Lee

Jui-Hsiang Lo

Jerry Duggan

Kathleen M Smits

...

2022/12

Elastic Full-Waveform Inversion Using Both the Multiparametric Approximate Hessian and the Discrete Cosine Transform

IEEE Transactions on Geoscience and Remote Sensing

Dawoon Lee

Jonghyun Lee

Changsoo Shin

Sungryul Shin

Wookeen Chung

2022

See List of Professors in Jonghyun "Harry" Lee University(University of Hawaii at Manoa)

Co-Authors

H-index: 53
Tissa Illangasekare

Tissa Illangasekare

Colorado School of Mines

H-index: 44
Eric Darve

Eric Darve

Stanford University

H-index: 43
Massimo Rolle

Massimo Rolle

Danmarks Tekniske Universitet

H-index: 36
Henrietta Dulai

Henrietta Dulai

University of Hawaii at Manoa

H-index: 30
Xiaoqing Shi(施小清)

Xiaoqing Shi(施小清)

Nanjing University

H-index: 24
Julia Regnery

Julia Regnery

Colorado School of Mines

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