Publications funded by SCIP

2022

R. Boţ, G. Dong, P. Elbau and O. Scherzer Convergence Rates of First and Higher Order Dynamics for Solving Linear Ill-posed Problems Foundations of Computational Mathematics, 22:1567–1629, 2022 ( BibTeX | funding | PDF )
L. Frischauf, M. Melching and O. Scherzer Diffusion tensor regularization with metric double integrals Journal of Inverse and Ill-Posed Problems, 30(2):163–190, 2022 ( BibTeX | funding | PDF )
F. Parzer and O. Scherzer On convergence rates of adaptive ensemble Kalman inversion for linear ill-posed problems Numerische Mathematik, 2022 ( BibTeX | funding | PDF )

2021

D.-H. Chen, B. Hofmann and I. Yousept Oversmoothing Tikhonov regularization in Banach spaces Inverse Problems, 37(8):085007, 2021 ( BibTeX | funding | PDF )
D. Gerth, B. Hofmann, C. Hofmann and S. Kindermann The Hausdorff moment problem in the light of ill-posedness of type I Eurasian Journal of Mathematical and Computer Applications, 9(2):57–87, 2021 ( BibTeX | funding | PDF )
Y. Zhang and B. Hofmann Two new non-negativity preserving iterative regularization methods for ill-posed inverse problems Inverse Problems & Imaging, 15(2):229–256, 2021 ( BibTeX | funding | PDF )
B. Hofmann, Ch. Hofmann, P. Mathé and R. Plato Nonlinear Tikhonov Regularization in Hilbert Scales with Oversmoothing Penalty: Inspecting Balancing PrinciplesIn Deterministic and Stochastic Optimal Control and Inverse Problems, 79–111, 2021 ( BibTeX | funding | PDF )
A. Aspri, L. Frischauf, Y. Korolev and O. Scherzer Data Driven Reconstruction Using Frames and Riesz BasesIn B. Jadamba, A. A. Khan, S. Migórski and M. Sama, editors, Deterministic and Stochastic Optimal Control and Inverse Problems, 303–318. CRC Press, 2021 ( BibTeX | funding | PDF )
B. Kaltenbacher, T. T. N. Nguyen and O. Scherzer The Tangential Cone Condition for Some Coefficient Identification Model Problems in Parabolic PDEsIn B. Kaltenbacher, T. Schuster and A. Wald, editors, Time-dependent Problems in Imaging and Parameter Identification, 121–163. Springer, Cham, 2021 ( BibTeX | funding | PDF )
M. López-Martínez, G. Mercier, K. Sadiq, O. Scherzer, M. Schneider, J. C. Schotland, G. J. Schütz and R. Telschow Inverse Problems of Single Molecule Localization MicroscopyIn B. Kaltenbacher, T. Schuster and A. Wald, editors, Time-dependent Problems in Imaging and Parameter Identification, 323–376. Springer Nature, 2021 ( BibTeX | funding | PDF )
M. C. Schneider, R. Telschow, G. Mercier, M. López-Martínez, O. Scherzer and G. J. Schütz A workflow for sizing oligomeric biomolecules based on cryo single molecule localization microscopy PLoS ONE, 16(1):e0245693, 2021 ( BibTeX | funding | PDF )

2020

R. Gong, B. Hofmann and Y. Zhang A new class of accelerated regularization methods, with application to bioluminescence tomography Inverse Problems, 36(5):055013, 2020 ( BibTeX | funding | PDF )
B. Hofmann and R. Plato Convergence results and low-order rates for nonlinear Tikhonov regularization with oversmoothing penalty term Electronic Transactions on Numerical Analysis, 53:313–328, 2020 ( BibTeX | funding | PDF )
P. Mathé, M. T. Nair and B. Hofmann Regularization of linear ill-posed problems involving multiplication operators Applicable Analysis, 101(2):714–732, 2020 ( BibTeX | funding | PDF )
F. Werner and B. Hofmann Convergence analysis of (statistical) inverse problems under conditional stability estimates Inverse Problems, 36(1):015004, 2020 ( BibTeX | funding | PDF )
Y. Zhang and B. Hofmann On the second-order asymptotical regularization of linear ill-posed inverse problems Applicable Analysis, 99(6):1000–1025, 2020 ( BibTeX | funding | PDF )
D. Gerth, B. Hofmann and Ch. Hofmann Case Studies and a Pitfall for Nonlinear Variational Regularization Under Conditional StabilityIn Springer Proceedings in Mathematics & Statistics, 177–203. Springer Singapore, 2020 ( BibTeX | funding | PDF )
B. Hofmann and P. Mathé A Priori Parameter Choice in Tikhonov Regularization with Oversmoothing Penalty for Non-linear Ill-Posed ProblemsIn Springer Proceedings in Mathematics & Statistics, 169–176. Springer Singapore, 2020 ( BibTeX | funding | PDF )
R. Ramlau, Ch. Koutschan and B. Hofmann On the Singular Value Decomposition of n-Fold Integration OperatorsIn Springer Proceedings in Mathematics & Statistics, 237–256. Springer Singapore, 2020 ( BibTeX | funding | PDF )
PDF(author's post print; this is an Accepted Manuscript of an article published by Taylor & Francis in Numerical Functional Analysis and Optimization in 2020 available online)
A. Aspri, S. Banert, O. Öktem and O. Scherzer A Data-Driven Iteratively Regularized Landweber Iteration Numerical Functional Analysis and Optimization, 41(10):1190–1227, March, 2020 ( BibTeX | funding | PDF )
PDF(author's post print; this is an Accepted Manuscript of an article published by Taylor & Francis in Numerical Functional Analysis and Optimization in 2020 available online)
PDF(published version; © 2020 Society for Industrial and Applied Mathematics)
A. Aspri, E. Beretta, O. Scherzer and M. Muszkieta Asymptotic Expansions for Higher Order Elliptic Equations with an Application to Quantitative Photoacoustic Tomography SIAM Journal on Imaging Sciences, 13(4):1781–1833, 2020 ( BibTeX | funding | PDF )
PDF(published version; © 2020 Society for Industrial and Applied Mathematics)
A. Aspri, Y. Korolev and O. Scherzer Data driven regularization by projection Inverse Problems, 36(12):125009, December, 2020 ( BibTeX | funding | PDF )
PDF(published version; © 2020 Society for Industrial and Applied Mathematics)
A. Beigl, J. Sogn and W. Zulehner Robust Preconditioners for Multiple Saddle Point Problems and Applications to Optimal Control Problems SIAM Journal on Matrix Analysis and Applications, 41(4):1590–1615, 2020 ( BibTeX | funding | PDF )
PDF(published version; © 2020 Society for Industrial and Applied Mathematics)
F. Faucher, O. Scherzer and H. Barucq Eigenvector Models for Solving the Seismic Inverse Problem for the Helmholtz Equation Geophysical Journal International, 221:394–414, January, 2020 ( BibTeX | funding | PDF )
M. Melching and O. Scherzer Regularization with metric double integrals for vector tomography Journal of Inverse and Ill-Posed Problems, 28(6):857–875, 2020 ( BibTeX | funding | PDF )

2019

M. Hinze, B. Hofmann and T. N. T. Quyen A regularization approach for an inverse source problem in elliptic systems from single Cauchy data Numerical Functional Analysis and Optimization, 40(9):1080–1112, 2019 ( BibTeX | funding | PDF )
Ch. Hofmann, B. Hofmann and A. Pichler Simultaneous identification of volatility and interest rate functions a two-parameter regularization approach Electronic Transactions on Numerical Analysis, 51:99–117, 2019 ( BibTeX | funding | PDF )
B. Hofmann, S. Kindermann and P. Mathé Penalty-based smoothness conditions in convex variational regularization Journal of Inverse and Ill-Posed Problems, 27(2):283–300, 2019 ( BibTeX | funding | PDF )
R. Plato and B. Hofmann A regularized variational inequality approach for nonlinear monotone ill-posed equations Journal of Optimization Theory and Applications, 182(2):525–539, 2019 ( BibTeX | funding | PDF )
W. Wang, S. Lu, B. Hofmann and J. Cheng Tikhonov regularization with ℓ0-term complementing a convex penalty: ℓ1-convergence under sparsity constraints Journal of Inverse and Ill-Posed Problems, 27(4):575–590, 2019 ( BibTeX | funding | PDF )
Y. Zhang and B. Hofmann On fractional asymptotical regularization of linear ill-posed problems in Hilbert spaces. Fractional Calculus and Applied Analysis, 22(3):699–721, 2019 ( BibTeX | funding | PDF )
A. Beigl, O. Scherzer, J. Sogn and W. Zulehner Preconditioning Inverse Problems for Hyperbolic Equations with Applications to Photoacoustic Tomography Inverse Problems, 36(1):014002, December, 2019 ( BibTeX | funding | PDF )
R. Boţ, G. Dong, P. Elbau and O. Scherzer Convergence Rates of First and Higher Order Dynamics for Solving Linear Inverse ProblemsIn Tomographic Inverse Problems: Theory and Applications, (16)227–229. EMS Publishing House, 2019 ( BibTeX | funding | PDF )
R. Ciak, M. Melching and O. Scherzer Regularization with Metric Double Integrals of Functions with Values in a Set of Vectors Journal of Mathematical Imaging and Vision, 2019 ( BibTeX | funding | PDF )
PDF(published version; © 2019 Society for Industrial and Applied Mathematics)
C. Kirisits, O. Scherzer and E. Setterqvist Invariant $varphi$-Minimal Sets and Total Variation Denoising on Graphs SIAM Journal on Imaging Sciences, 12(4):1643-1668, 2019 ( BibTeX | funding | PDF )
PDF(published version; © 2019 Society for Industrial and Applied Mathematics)

2018

H. Egger and B. Hofmann Tikhonov regularization in Hilbert scales under conditional stability assumptions Inverse Problems, 34(11):115015, 2018 ( BibTeX | funding | PDF )
C. Kirisits and O. Scherzer A Range Condition for Polyconvex Variational Regularization Numerical Functional Analysis and Optimization, 39(10):1064-1076, 2018 ( BibTeX | funding | PDF )

Contact

Computational Science Center
Faculty of Mathematics
University of Vienna

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