Matthias Chung
Orcid: 0000-0001-7822-4539
According to our database1,
Matthias Chung
authored at least 26 papers
between 2011 and 2024.
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Bibliography
2024
A physics-aware data-driven surrogate approach for fast atmospheric radiative transfer inversion.
CoRR, 2024
2023
Physics-informed neural networks for predicting liquid dairy manure temperature during storage.
Neural Comput. Appl., June, 2023
J. Comput. Appl. Math., 2023
Image reconstructions using sparse dictionary representations and implicit, non-negative mappings.
CoRR, 2023
Goal-oriented Uncertainty Quantification for Inverse Problems via Variational Encoder-Decoder Networks.
CoRR, 2023
2022
slimTrain - A Stochastic Approximation Method for Training Separable Deep Neural Networks.
SIAM J. Sci. Comput., August, 2022
2021
CoRR, 2021
2019
Parameter and Uncertainty Estimation for Dynamical Systems Using Surrogate Stochastic Processes.
SIAM J. Sci. Comput., 2019
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019
2018
SIAM J. Sci. Comput., 2018
2017
SIAM J. Matrix Anal. Appl., 2017
CoRR, 2017
2016
Proceedings of the Summer Computer Simulation Conference, 2016
2014
CoRR, 2014
2013
A tutorial on rank-based coefficient estimation for censored data in small- and large-scale problems.
Stat. Comput., 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
An Effective Method for Parameter Estimation with PDE Constraints with Multiple Right-Hand Sides.
SIAM J. Optim., 2012
Optimal Filters from Calibration Data for Image Deconvolution with Data Acquisition Error.
J. Math. Imaging Vis., 2012
2011