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ORCIDGerrit Welper
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2020 – today
- 2024
[i10]Gerrit Welper:
Approximation and Gradient Descent Training with Neural Networks. CoRR abs/2405.11696 (2024)- [i9]Donsub Rim, Gerrit Welper:
A Low Rank Neural Representation of Entropy Solutions. CoRR abs/2406.05694 (2024) - [i8]Woojin Cho, Kookjin Lee, Noseong Park, Donsub Rim, Gerrit Welper:
FastLRNR and Sparse Physics Informed Backpropagation. CoRR abs/2410.04001 (2024) - 2023
- [i7]Gerrit Welper:
Learning Trees of 𝓁0-Minimization Problems. CoRR abs/2302.02548 (2023) - [i6]Gerrit Welper:
Approximation Results for Gradient Descent trained Neural Networks. CoRR abs/2309.04860 (2023) - [i5]Donsub Rim, Gerrit Welper:
Performance bounds for Reduced Order Models with Application to Parametric Transport. CoRR abs/2310.14391 (2023) - 2022
- [j6]Gerrit Welper:
Universality of gradient descent neural network training. Neural Networks 150: 259-273 (2022) - [i4]R. Gentile, Gerrit Welper:
Approximation results for Gradient Descent trained Shallow Neural Networks in 1d. CoRR abs/2209.08399 (2022) - 2021
- [i3]Gerrit Welper:
Non-Convex Compressed Sensing with Training Data. CoRR abs/2101.08310 (2021) - 2020
- [j5]Gerrit Welper:
Transformed Snapshot Interpolation with High Resolution Transforms. SIAM J. Sci. Comput. 42(4): A2037-A2061 (2020) - [i2]Gerrit Welper:
A Relaxation Argument for Optimization in Neural Networks and Non-Convex Compressed Sensing. CoRR abs/2002.00516 (2020) - [i1]Gerrit Welper:
Universality of Gradient Descent Neural Network Training. CoRR abs/2007.13664 (2020)
2010 – 2019
- 2018
- [j4]Wolfgang Dahmen, Gitta Kutyniok
, Wang-Q Lim, Christoph Schwab, Gerrit Welper:
Adaptive anisotropic Petrov-Galerkin methods for first order transport equations. J. Comput. Appl. Math. 340: 191-220 (2018) - 2017
- [j3]Andrea Bonito, Albert Cohen, Ronald A. DeVore, Guergana Petrova, Gerrit Welper:
Diffusion Coefficients Estimation for Elliptic Partial Differential Equations. SIAM J. Math. Anal. 49(2): 1570-1592 (2017) - [j2]Gerrit Welper:
Interpolation of Functions with Parameter Dependent Jumps by Transformed Snapshots. SIAM J. Sci. Comput. 39(4) (2017) - 2012
- [j1]Wolfgang Dahmen, Chunyan Huang, Christoph Schwab, Gerrit Welper:
Adaptive Petrov-Galerkin Methods for First Order Transport Equations. SIAM J. Numer. Anal. 50(5): 2420-2445 (2012)
Coauthor Index
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