Stefanie Günther
Stefanie Günther
Postdoc at Lawrence Livermore National Laboratory
Bestätigte E-Mail-Adresse bei scicomp.uni-kl.de
Titel
Zitiert von
Zitiert von
Jahr
Layer-parallel training of deep residual neural networks
S Günther, L Ruthotto, JB Schroder, EC Cyr, NR Gauger
SIAM Journal on Mathematics of Data Science 2 (1), 1-23, 2020
312020
One-shot approaches to design optimzation
T Bosse, NR Gauger, A Griewank, S Günther, V Schulz
Trends in PDE Constrained Optimization, 43-66, 2014
162014
A non-intrusive parallel-in-time adjoint solver with the XBraid library
S Günther, NR Gauger, JB Schroder
Computing and Visualization in Science 19 (3-4), 85-95, 2018
142018
Simultaneous single-step one-shot optimization with unsteady PDEs
S Guenther, NR Gauger, Q Wang
Journal of Computational and Applied Mathematics 294, 12-22, 2016
132016
A non-intrusive parallel-in-time approach for simultaneous optimization with unsteady PDEs
S Günther, NR Gauger, JB Schroder
Optimization Methods and Software 34 (6), 1306-1321, 2019
122019
Optimal design with bounded retardation for problems with non-separable adjoints
T Bosse, NR Gauger, A Griewank, S Günther, L Kaland, C Kratzenstein, ...
Trends in PDE Constrained Optimization, 67-84, 2014
82014
Extension of the One-shot method for optimal control with unsteady PDEs
S Günther, NR Gauger, Q Wang
Advances in Evolutionary and Deterministic Methods for Design, Optimization …, 2015
72015
A framework for simultaneous aerodynamic design optimization in the presence of chaos
S Günther, NR Gauger, Q Wang
Journal of Computational Physics 328, 387-398, 2017
62017
Multilevel initialization for layer-parallel deep neural network training
EC Cyr, S Günther, JB Schroder
arXiv preprint arXiv:1912.08974, 2019
22019
Fast reduction of bone resorption with risedronate treatment within two weeks.
C Gunther, A Kapner, RW Schultis, G Moller, O Gunther, S Gunther
JOURNAL OF BONE AND MINERAL RESEARCH 20 (9), S283-S283, 2005
12005
Improved Neural Network Training: Layer-Parallelism Least-squares and Initialization.
EC Cyr, M Gulian, RG Patel, M Perego, NA Trask, D Ridzal, S Guenther, ...
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2019
2019
Towards Scalable Scientific Machine Learning: Motivation and an Approach.
EC Cyr, K Beckwith, C Siefert, P Sentz, L Olson, S Guenther, NR Gauger, ...
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2019
2019
Simultaneous Optimization with Unsteady Partial Differential Equations
S Günther
RWTH Aachen University, 2017
2017
Adjoint Sensitivity Computation for the Parallel Multigrid Reduction in Time Software Library XBraid
S Günther
University of British Columbia, 2016
2016
Optimal design with bounded retardation...
A Griewank, N Gauger, T Slawig, L Kaland, C Kratzenstein, S Günther, ...
2013
Short-term monitoring of bone turnover markers improves compliance in postmenopausal osteoporotic patients under antiresorptive therapy.
O Gunther, A Kapner, S Gunther, HW Schultis, C Gunther
JOURNAL OF BONE AND MINERAL RESEARCH 20 (9), S284-S284, 2005
2005
Parallel-in-Time Solution of Power Systems with Unscheduled Events
S Günther, RD Falgout, P Top, CS Woodward, JB Schroder
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