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Faculty of Science and Tech...
2
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14
Authors
LEE Wonjung
16
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Journal article
14
Conference paper
1
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1
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2024
1
2023
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2021
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2020
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2019
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英语English
16
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SCIE
15
CPCI-S
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Bayesian statistics
3
Bayesian inference
2
Data assimilation
2
Probabilistic graphical mod...
2
Bayesian inverse problem
1
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Physical Review E
4
Journal of Computational Ph...
3
Communications in Mathemati...
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Eurasip Journal on Advances...
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IEEE Transactions on Signal...
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New graphical models for sequential data and the improved state estimations by data-conditioned driving noises
Journal article
Eurasip Journal on Advances in Signal Processing,2024, volume: 2024, issue: 1
Authors:
Lee, Wonjung
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View/Download:3/0
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Submit date:2024/12/16
Bayesian inference
Cubature measure
Expectation propagation (EP)
Gaussian approximation filter and smoother
Probabilistic graphical model
Propagation of random excitations in the polar representation of strongly nonlinear four-wave systems of turbulence
Journal article
Physical Review E,2023, volume: 108, issue: 6
Authors:
Lee, Wonjung
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View/Download:8/0
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Submit date:2024/01/22
Quasi-Markovian property of strong wave turbulence
Journal article
Physical Review E,2021, volume: 103, issue: 5
Authors:
Lee, Wonjung
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View/Download:4/0
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Submit date:2022/09/02
Learning from Crowds via Joint Probabilistic Matrix Factorization and Clustering in Latent Space
Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ELECTR NETWORK, SEP 14-18, 2020
Authors:
Yao, Wuguannan
;
Lee, Wonjung
;
Wang, Junhui
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View/Download:6/0
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Submit date:2022/09/02
Crowdsourcing
Label aggregation
Latent variable models
Variational inference
Hierarchical sparse observation models and informative prior for Bayesian inference of spatially varying parameters
Journal article
Journal of Computational Physics,2020, volume: 422
Authors:
Lee, Wonjung
;
Sun, Yiqun
;
Lu, Shuai
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View/Download:7/0
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Submit date:2022/09/02
Bayesian inverse problem
Fourier diagonalization
Parameter estimation
Plentiful and sparse observations
Spatially varying parameters
Reduced One-Dimensional Models for Wave Turbulence System
Journal article
Journal of Nonlinear Science,2019, volume: 29, issue: 5, pages: 1865-1889
Authors:
Lee, Wonjung
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View/Download:4/0
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Submit date:2022/09/02
Majda–McLaughlin–Tabak model
Mean-field argument
Mori–Zwanzig projection theory
Random frequency modulation
Reduced-order model strategy
Wave turbulence
Parallel probabilistic graphical model approach for nonparametric Bayesian inference
Journal article
Journal of Computational Physics,2018, volume: 372, pages: 546-563
Authors:
Lee, Wonjung
;
Zabaras, Nicholas
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View/Download:4/0
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Submit date:2022/09/02
Bayesian inference
Data assimilation
Gaussian mixture
Probabilistic graphical model
Generalized Langevin equation and the linear regression model with memory
Journal article
Physical Review E,2018, volume: 98, issue: 2
Authors:
Lee, Wonjung
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View/Download:3/0
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Submit date:2022/09/02
Cascade model of wave turbulence
Journal article
Physical Review E,2018, volume: 97, issue: 6
Authors:
Lee, Wonjung
;
Kovačič, Gregor
;
Cai, David
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View/Download:4/0
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Submit date:2022/09/02
Derivation and analysis of simplified filters
Journal article
Communications in Mathematical Sciences,2017, volume: 15, issue: 2, pages: 413-450
Authors:
Lee, Wonjung
;
Stuart, Andrew
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View/Download:4/0
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Submit date:2022/09/02
Bayesian statistics
Filtering with model error
Sequential data assimilation