Edit Profile (opens in new tab) Chung, Matthias Compute Distance To: Compute Author ID: chung.matthias Published as: Chung, Matthias; Chung, M. Documents Indexed: 18 Publications since 2010 Co-Authors: 23 Co-Authors with 18 Joint Publications 387 Co-Co-Authors all top 5 Co-Authors 0 single-authored 9 Chung, Julianne M. 3 Johnson, Brent A. 3 Long, Qi 3 O’Leary, Dianne P. 2 Göbel, Britta 2 Haber, Eldad 2 Langemann, Dirk 2 Oltmanns, Kerstin M. 2 Slagel, J. Tanner 2 Tenorio, Luis 1 Afkham, Babak Maboudi 1 Bardsley, Johnathan M. 1 Binois, Mickaël 1 Gramacy, Robert B. 1 Herrmann, Felix J. 1 Kozak, David 1 Krueger, Justin 1 Moquin, David J. 1 Moreno, Carlos S. 1 Pop, Mihai 1 Ruthotto, Lars 1 Smith, Amanda P. 1 Smith, Amber M. all top 5 Serials 4 Inverse Problems 3 SIAM Journal on Scientific Computing 2 Journal of Theoretical Biology 1 Mathematical Biosciences 1 Biometrics 1 SIAM Journal on Control and Optimization 1 SIAM Journal on Matrix Analysis and Applications 1 Linear Algebra and its Applications 1 SIAM Journal on Optimization 1 Journal of Mathematical Imaging and Vision 1 The Annals of Applied Statistics 1 Statistics and Computing all top 5 Fields 13 Numerical analysis (65-XX) 8 Statistics (62-XX) 6 Biology and other natural sciences (92-XX) 4 Information and communication theory, circuits (94-XX) 3 Operations research, mathematical programming (90-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Probability theory and stochastic processes (60-XX) 1 Computer science (68-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 15 Publications have been cited 86 times in 63 Documents Cited by ▼ Year ▼ An effective method for parameter estimation with PDE constraints with multiple right-hand sides. Zbl 1253.35220Haber, Eldad; Chung, Matthias; Herrmann, Felix 21 2012 Designing optimal spectral filters for inverse problems. Zbl 1269.65040Chung, Julianne; Chung, Matthias; O’Leary, Dianne P. 11 2011 Optimal experimental design for inverse problems with state constraints. Zbl 1392.62232Ruthotto, Lars; Chung, Julianne; Chung, Matthias 9 2018 An efficient approach for computing optimal low-rank regularized inverse matrices. Zbl 1305.65130Chung, Julianne; Chung, Matthias 9 2014 Experimental design for biological systems. Zbl 1243.93130Chung, Matthias; Haber, Eldad 9 2012 Optimal regularized low rank inverse approximation. Zbl 1307.65048Chung, Julianne; Chung, Matthias; O’Leary, Dianne P. 7 2015 Sampled Tikhonov regularization for large linear inverse problems. Zbl 1434.65083Slagel, J. Tanner; Chung, Julianne; Chung, Matthias; Kozak, David; Tenorio, Luis 5 2019 A tutorial on rank-based coefficient estimation for censored data in small- and large-scale problems. Zbl 1322.62241Chung, Matthias; Long, Qi; Johnson, Brent A. 3 2013 Risk prediction for prostate cancer recurrence through regularized estimation with simultaneous adjustment for nonlinear clinical effects. Zbl 1228.62142Long, Qi; Chung, Matthias; Moreno, Carlos S.; Johnson, Brent A. 3 2011 Optimal filters from calibration data for image deconvolution with data acquisition error. Zbl 1255.94011Chung, Julianne; Chung, Matthias; O’leary, Dianne P. 3 2012 Optimal regularized inverse matrices for inverse problems. Zbl 1367.65059Chung, Julianne; Chung, Matthias 2 2017 Compact energy metabolism model: brain controlled energy supply. Zbl 1406.92081Göbel, Britta; Langemann, Dirk; Oltmanns, Kerstin M.; Chung, Matthias 1 2010 Identification of microbiota dynamics using robust parameter estimation methods. Zbl 1380.92044Chung, Matthias; Krueger, Justin; Pop, Mihai 1 2017 Parameter and uncertainty estimation for dynamical systems using surrogate stochastic processes. Zbl 1420.60047Chung, Matthias; Binois, Mickaël; Gramacy, Robert B.; Bardsley, Johnathan M.; Moquin, David J.; Smith, Amanda P.; Smith, Amber M. 1 2019 On path restoration for censored outcomes. Zbl 1274.62799Johnson, Brent A.; Long, Qi; Chung, Matthias 1 2011 Sampled Tikhonov regularization for large linear inverse problems. Zbl 1434.65083Slagel, J. Tanner; Chung, Julianne; Chung, Matthias; Kozak, David; Tenorio, Luis 5 2019 Parameter and uncertainty estimation for dynamical systems using surrogate stochastic processes. Zbl 1420.60047Chung, Matthias; Binois, Mickaël; Gramacy, Robert B.; Bardsley, Johnathan M.; Moquin, David J.; Smith, Amanda P.; Smith, Amber M. 1 2019 Optimal experimental design for inverse problems with state constraints. Zbl 1392.62232Ruthotto, Lars; Chung, Julianne; Chung, Matthias 9 2018 Optimal regularized inverse matrices for inverse problems. Zbl 1367.65059Chung, Julianne; Chung, Matthias 2 2017 Identification of microbiota dynamics using robust parameter estimation methods. Zbl 1380.92044Chung, Matthias; Krueger, Justin; Pop, Mihai 1 2017 Optimal regularized low rank inverse approximation. Zbl 1307.65048Chung, Julianne; Chung, Matthias; O’Leary, Dianne P. 7 2015 An efficient approach for computing optimal low-rank regularized inverse matrices. Zbl 1305.65130Chung, Julianne; Chung, Matthias 9 2014 A tutorial on rank-based coefficient estimation for censored data in small- and large-scale problems. Zbl 1322.62241Chung, Matthias; Long, Qi; Johnson, Brent A. 3 2013 An effective method for parameter estimation with PDE constraints with multiple right-hand sides. Zbl 1253.35220Haber, Eldad; Chung, Matthias; Herrmann, Felix 21 2012 Experimental design for biological systems. Zbl 1243.93130Chung, Matthias; Haber, Eldad 9 2012 Optimal filters from calibration data for image deconvolution with data acquisition error. Zbl 1255.94011Chung, Julianne; Chung, Matthias; O’leary, Dianne P. 3 2012 Designing optimal spectral filters for inverse problems. Zbl 1269.65040Chung, Julianne; Chung, Matthias; O’Leary, Dianne P. 11 2011 Risk prediction for prostate cancer recurrence through regularized estimation with simultaneous adjustment for nonlinear clinical effects. Zbl 1228.62142Long, Qi; Chung, Matthias; Moreno, Carlos S.; Johnson, Brent A. 3 2011 On path restoration for censored outcomes. Zbl 1274.62799Johnson, Brent A.; Long, Qi; Chung, Matthias 1 2011 Compact energy metabolism model: brain controlled energy supply. Zbl 1406.92081Göbel, Britta; Langemann, Dirk; Oltmanns, Kerstin M.; Chung, Matthias 1 2010 all cited Publications top 5 cited Publications all top 5 Cited by 129 Authors 11 Chung, Matthias 10 Chung, Julianne M. 7 Alexanderian, Alen 5 de Sturler, Eric 5 Tenorio, Luis 4 Saibaba, Arvind Krishna 3 Herrmann, Felix J. 3 Jiang, Jiahua 3 Roosta-Khorasani, Farbod 3 Stadler, Georg 2 Aravkin, Aleksandr Y. 2 Ascher, Uri M. 2 Bardsley, Johnathan M. 2 Burger, Martin 2 Chehab, Jean-Paul 2 Cui, Tiangang 2 Geiersbach, Caroline 2 Haber, Eldad 2 Holler, Gernot 2 Kilmer, Misha E. 2 Kozak, David 2 Kumar, Rajiv 2 Kunisch, Karl 2 Long, Qi 2 Marzouk, Youssef M. 2 O’Leary, Dianne P. 2 Petra, Noemi 2 Raydan, Marcos 2 Ruthotto, Lars 2 Slagel, J. Tanner 2 Soto-Quiros, Pablo 2 Spantini, Alessio 2 van Leeuwen, Tristan 1 Afkham, Babak Maboudi 1 Afzal, Arfan Raheen 1 Arasan, Jayanthi 1 Aravkin, Michael Martin Aleksandr 1 Aslan, Selin S. 1 Bakar, Mohd Rizam Abu 1 Barnard, Richard C. 1 Becker, Stephen R. 1 Benner, Peter 1 Benning, Martin 1 Binois, Mickaël 1 Böhm, Christian 1 Brown, D. Andrew 1 Buchatsky, Sagi 1 Chavarría-Molina, Jeffry 1 Cho, Taewon 1 Cichocki, Andrzej 1 Cordero, Alicia 1 Cox, Ben T. 1 De los Reyes, Juan Carlos 1 Doostan, Alireza 1 Esser, Ernie 1 Fallas-Monge, Juan José 1 Friedlander, Michael P. 1 Fung, Samy Wu 1 Ge, Lijia 1 Geng, Yingsan 1 Ghattas, Omar N. 1 Göbel, Britta 1 Gramacy, Robert B. 1 Grote, Marcus J. 1 Guasch, Lluis 1 Hauptmann, Andreas 1 Helin, Tapio 1 Horesh, Lior 1 Hyvönen, Nuutti 1 Ibrahim, Noor Akma 1 Johnson, Brent A. 1 Joslyn, Louis R. 1 Karimi, Mostafa 1 Kemajou-Brown, Isabelle 1 Kirschner, Denise E. 1 Kolokolnikov, Theodore 1 Koval, Karina 1 Kray, Marie 1 Krueger, Justin 1 Langemann, Dirk 1 Lee, Namgil 1 Lian, Heng 1 Liu, Michelle 1 Loayza-Romero, Estefanía 1 Lu, Xuewen 1 Lucka, Felix 1 Malcolm, Alison E. 1 Millar, Jess A. 1 Miller, Eric L. 1 Moquin, David J. 1 Nahum, Uri 1 Neitzel, Ira 1 Nguelifack, Brice M. 1 Oltmanns, Kerstin M. 1 Paulino, Glaucio H. 1 Pérez-Liva, Mailyn 1 Pieper, Konstantin 1 Platte, Rodrigo B. 1 Pop, Mihai 1 Prasad, Pranjal ...and 29 more Authors all top 5 Cited in 33 Serials 13 Inverse Problems 13 SIAM Journal on Scientific Computing 3 SIAM/ASA Journal on Uncertainty Quantification 2 Mathematical Biosciences 2 SIAM Journal on Matrix Analysis and Applications 2 Linear Algebra and its Applications 2 Inverse Problems in Science and Engineering 1 Computer Methods in Applied Mechanics and Engineering 1 Journal of Computational Physics 1 Metrika 1 Applied Mathematics and Computation 1 Biometrics 1 Journal of Computational and Applied Mathematics 1 Numerische Mathematik 1 Applied Numerical Mathematics 1 Numerical Algorithms 1 Computational Statistics 1 Journal of Statistical Computation and Simulation 1 Mathematical Programming. Series A. Series B 1 SIAM Journal on Optimization 1 Journal of Mathematical Imaging and Vision 1 Computational Optimization and Applications 1 Journal of Nonparametric Statistics 1 Vietnam Journal of Mathematics 1 Computational Geosciences 1 Foundations of Computational Mathematics 1 Acta Numerica 1 SIAM Journal on Imaging Sciences 1 Statistics and Computing 1 Numerical Algebra, Control and Optimization 1 Mathematical Control and Related Fields 1 Journal of Theoretical Biology 1 Mathematics all top 5 Cited in 15 Fields 37 Numerical analysis (65-XX) 23 Statistics (62-XX) 18 Partial differential equations (35-XX) 10 Operations research, mathematical programming (90-XX) 9 Calculus of variations and optimal control; optimization (49-XX) 9 Computer science (68-XX) 8 Information and communication theory, circuits (94-XX) 7 Linear and multilinear algebra; matrix theory (15-XX) 6 Geophysics (86-XX) 6 Biology and other natural sciences (92-XX) 4 Probability theory and stochastic processes (60-XX) 3 Systems theory; control (93-XX) 1 Combinatorics (05-XX) 1 Functional analysis (46-XX) 1 Mechanics of deformable solids (74-XX) Citations by Year