Julianne Chung - Publications, H-index & Citations

Julianne Chung

Emory University

17H指数

88论文数

1.1K被引数

收录论文 18

发表时间

Efficient hyperparameter estimation in Bayesian inverse problems using sample average approximation 基于样本平均近似的高效贝叶斯反问题超参数估计

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2025-09-25

PREAI

Chung, Julianne; Miller, Scot M.; Sabate Landman, Malena; Saibaba, Arvind K.

A joint reconstruction and model selection approach for large-scale linear inverse modeling (msHyBR v2)

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2024-12-12

OAAI

Landman, Malena Sabate; Chung, Julianne; Jiang, Jiahua; Miller, Scot M.; Saibaba, Arvind K.

Paired autoencoders for likelihood-free estimation in inverse problems 用于反问题中无似然估计的成对自动编码器

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-12-04

OAAI

Chung, Matthias; Hart, Emma; Chung, Julianne; Peters, Bas; Haber, Eldad

Computational Methods for Large-Scale Inverse Problems: A Survey on Hybrid Projection Methods\ast

SIAM REVIEW

IF6.1

2024-05-09

OAAI

Chung, Julianne; Gazzola, Silvia

HYBRID PROJECTION METHODS FOR SOLUTION DECOMPOSITION IN LARGE-SCALE BAYESIAN INVERSE PROBLEMS\ast

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2023-07-18

OAAI

Chung, Julianne; Jiang, Jiahua; Miller, Scot M.; Saibaba, Arvind K.

SLIMTRAIN-A STOCHASTIC APPROXIMATION METHOD FOR TRAINING SEPARABLE DEEP NEURAL NETWORKS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2022-08-04

OAAI

Newman, Elizabeth; Chung, Julianne; Chung, Matthias; Ruthotto, Lars

Computationally efficient methods for large-scale atmospheric inverse modeling

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2022-07-20

OAAI

Cho, Taewon; Chung, Julianne; Miller, Scot M.; Saibaba, Arvind K.

HYBRID PROJECTION METHODS WITH RECYCLING FOR INVERSE PROBLEMS 反问题的循环混合投影方法

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2021-05-03

OAAI

Jiang, Jiahua; Chung, Julianne; De Sturler, Eric

FLEXIBLE KRYLOV METHODS FOR lp REGULARIZATION

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2019-01-01

OAAI

Chung, Julianne; Gazzola, Silvia

OPTIMAL EXPERIMENTAL DESIGN FOR INVERSE PROBLEMS WITH STATE CONSTRAINTS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2018-01-01

PREAI

Ruthotto, Lars; Chung, Julianne; Chung, Matthias

GENERALIZED HYBRID ITERATIVE METHODS FOR LARGE-SCALE BAYESIAN INVERSE PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2017-01-01

OAAI

Chung, Julianne; Saibaba, Arvind K.

A FRAMEWORK FOR REGULARIZATION VIA OPERATOR APPROXIMATION

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2015-01-01

PREAI

Chung, Julianne M.; Kilmer, Misha E.; O'Leary, Dianne P.

A HYBRID LSMR ALGORITHM FOR LARGE-SCALE TIKHONOV REGULARIZATION 大规模TIKHONOV正则化的混合LSMR算法

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2015-01-01

PREAI

Chung, Julianne; Palmer, Katrina

A Spectral Reconstruction Method for Digital Breast Tomosynthesis

MEDICAL PHYSICS

IF3.2

2011-07-05

PREAI

Feng, S. S. J.; Nagy, J.; Chung, J.; Mejia-Bustamante, V.; Sechopoulos, I.

DESIGNING OPTIMAL SPECTRAL FILTERS FOR INVERSE PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2011-01-01

PREAI

Chung, Julianne; Chung, Matthias; O'Leary, Dianne P.

WINDOWED SPECTRAL REGULARIZATION OF INVERSE PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2011-01-01

PREAI

Chung, Julianne; Easley, Glenn; O'Leary, Dianne P.

AN EFFICIENT ITERATIVE APPROACH FOR LARGE-SCALE SEPARABLE NONLINEAR INVERSE PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2010-01-01

PREAI

Chung, Julianne; Nagy, James G.

HIGH-PERFORMANCE THREE-DIMENSIONAL IMAGE RECONSTRUCTION FOR MOLECULAR STRUCTURE DETERMINATION

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2009-06-16

PREAI

Chung, Julianne; Sternberg, Philip; Yang, Chao

研究方向