Jonghyun Lee
Orcid: 0000-0002-3646-2915Affiliations:
- University of Hawaii at Manoa, Water Resources Research Center, Department of Civil and Environmental Engineering, Honolulu, HI, USA
- Stanford University, Stanford, CA, USA (PhD 2014)
According to our database1,
Jonghyun Lee
authored at least 16 papers
between 2016 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
2023
Subsurface Characterization using Ensemble-based Approaches with Deep Generative Models.
CoRR, 2023
2022
Elastic Full-Waveform Inversion Using Both the Multiparametric Approximate Hessian and the Discrete Cosine Transform.
IEEE Trans. Geosci. Remote. Sens., 2022
2021
A framework for data-driven solution and parameter estimation of PDEs using conditional generative adversarial networks.
Nat. Comput. Sci., 2021
J. Parallel Distributed Comput., 2021
Bayesian Level Set Approach for Inverse Problems with Piecewise Constant Reconstructions.
CoRR, 2021
Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry.
CoRR, 2021
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021
2020
Bathymetric Inversion and Uncertainty Estimation from Synthetic Surf-Zone Imagery with Machine Learning.
Remote. Sens., 2020
CoRR, 2020
CoRR, 2020
Fast and Scalable Earth Texture Synthesis using Spatially Assembled Generative Adversarial Neural Networks.
CoRR, 2020
Connectivity-informed Drainage Network Generation using Deep Convolution Generative Adversarial Networks.
CoRR, 2020
2019
CoRR, 2019
2016
Randomized algorithms for generalized Hermitian eigenvalue problems with application to computing Karhunen-Loève expansion.
Numer. Linear Algebra Appl., 2016