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J

Julianne Chung

Emory University

17H-index
88Paper Count
1.1KCitation Count
Published Papers 18
Publication Date
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Efficient hyperparameter estimation in Bayesian inverse problems using sample average approximation
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2025-09-25
err0
PREAI
errChung, Julianne; Miller, Scot M.; Sabate Landman, Malena; Saibaba, Arvind K.
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A joint reconstruction and model selection approach for large-scale linear inverse modeling (msHyBR v2)
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2024-12-12
err0
errOAAI
errLandman, Malena Sabate; Chung, Julianne; Jiang, Jiahua; Miller, Scot M.; Saibaba, Arvind K.
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Paired autoencoders for likelihood-free estimation in inverse problems
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-12-04
err0
errOAAI
errChung, Matthias; Hart, Emma; Chung, Julianne; Peters, Bas; Haber, Eldad
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errSave
Computational Methods for Large-Scale Inverse Problems: A Survey on Hybrid Projection Methods\ast
errSIAM REVIEW
IF6.1
err2024-05-09
err2
errOAAI
errChung, Julianne; Gazzola, Silvia
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errSave
HYBRID PROJECTION METHODS FOR SOLUTION DECOMPOSITION IN LARGE-SCALE BAYESIAN INVERSE PROBLEMS\ast
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-07-18
err3
errOAAI
errChung, Julianne; Jiang, Jiahua; Miller, Scot M.; Saibaba, Arvind K.
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errSave
SLIMTRAIN-A STOCHASTIC APPROXIMATION METHOD FOR TRAINING SEPARABLE DEEP NEURAL NETWORKS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2022-08-04
err4
errOAAI
errNewman, Elizabeth; Chung, Julianne; Chung, Matthias; Ruthotto, Lars
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errSave
Computationally efficient methods for large-scale atmospheric inverse modeling
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-07-20
err9
errOAAI
errCho, Taewon; Chung, Julianne; Miller, Scot M.; Saibaba, Arvind K.
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errSave
HYBRID PROJECTION METHODS WITH RECYCLING FOR INVERSE PROBLEMS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2021-05-03
err6
errOAAI
errJiang, Jiahua; Chung, Julianne; De Sturler, Eric
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errSave
FLEXIBLE KRYLOV METHODS FOR lp REGULARIZATION
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2019-01-01
err27
errOAAI
errChung, Julianne; Gazzola, Silvia
errShare
errSave
OPTIMAL EXPERIMENTAL DESIGN FOR INVERSE PROBLEMS WITH STATE CONSTRAINTS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2018-01-01
err19
PREAI
errRuthotto, Lars; Chung, Julianne; Chung, Matthias
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GENERALIZED HYBRID ITERATIVE METHODS FOR LARGE-SCALE BAYESIAN INVERSE PROBLEMS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2017-01-01
err25
errOAAI
errChung, Julianne; Saibaba, Arvind K.
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errSave
A FRAMEWORK FOR REGULARIZATION VIA OPERATOR APPROXIMATION
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2015-01-01
err13
PREAI
errChung, Julianne M.; Kilmer, Misha E.; O'Leary, Dianne P.
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errSave
A HYBRID LSMR ALGORITHM FOR LARGE-SCALE TIKHONOV REGULARIZATION
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2015-01-01
err32
PREAI
errChung, Julianne; Palmer, Katrina
errShare
errSave
A Spectral Reconstruction Method for Digital Breast Tomosynthesis
errMEDICAL PHYSICS
IF3.2
err2011-07-05
err0
PREAI
errFeng, S. S. J.; Nagy, J.; Chung, J.; Mejia-Bustamante, V.; Sechopoulos, I.
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errSave
DESIGNING OPTIMAL SPECTRAL FILTERS FOR INVERSE PROBLEMS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2011-01-01
err29
PREAI
errChung, Julianne; Chung, Matthias; O'Leary, Dianne P.
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errSave
WINDOWED SPECTRAL REGULARIZATION OF INVERSE PROBLEMS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2011-01-01
err9
PREAI
errChung, Julianne; Easley, Glenn; O'Leary, Dianne P.
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errSave
AN EFFICIENT ITERATIVE APPROACH FOR LARGE-SCALE SEPARABLE NONLINEAR INVERSE PROBLEMS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2010-01-01
err57
PREAI
errChung, Julianne; Nagy, James G.
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errSave
HIGH-PERFORMANCE THREE-DIMENSIONAL IMAGE RECONSTRUCTION FOR MOLECULAR STRUCTURE DETERMINATION
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2009-06-16
err5
PREAI
errChung, Julianne; Sternberg, Philip; Yang, Chao
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
E
Eldad Haber
H-index: 52 · Papers: 404
D
Dianne P. O’Leary
H-index: 45 · Papers: 312
C
Chao Yang
H-index: 42 · Papers: 295
I
Ioannis Sechopoulos
H-index: 39 · Papers: 297
E
E. L. Hart
H-index: 37 · Papers: 230
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