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Stefanie Günther
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Layer-parallel training of deep residual neural networks
S Gunther, L Ruthotto, JB Schroder, EC Cyr, NR Gauger
SIAM Journal on Mathematics of Data Science 2 (1), 1-23, 2020
1092020
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
302016
One-shot approaches to design optimzation
T Bosse, NR Gauger, A Griewank, S Günther, V Schulz
Trends in PDE Constrained Optimization, 43-66, 2014
292014
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
252019
A non-intrusive parallel-in-time adjoint solver with the XBraid library
S Günther, NR Gauger, JB Schroder
Computing and Visualization in Science 19, 85-95, 2018
212018
Quandary: An open-source C++ package for high-performance optimal control of open quantum systems
S Günther, NA Petersson, JL DuBois
2021 IEEE/ACM Second International Workshop on Quantum Computing Software …, 2021
202021
Quantum Optimal Control for Pure-State Preparation Using One Initial State
S Günther, NA Petersson, JL DuBois
arXiv preprint arXiv:2106.09148, 2021
162021
Multilevel initialization for layer-parallel deep neural network training
EC Cyr, S Günther, JB Schroder
arXiv preprint arXiv:1912.08974, 2019
112019
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
112017
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
Quantum Physics without the Physics
NA Petersson, F Garcia, DEA Appelo, S Günther, Y Choi, R Vogt
arXiv preprint arXiv:2012.03865, 2020
42020
Parallel-in-time solution of power systems with unscheduled events
S Günther, RD Falgout, P Top, CS Woodward, JB Schroder
2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020
42020
Spline parameterization of neural network controls for deep learning
S Günther, W Pazner, D Qi
arXiv preprint arXiv:2103.00301, 2021
32021
Simultaneous optimization with unsteady partial differential equations
S Günther
Universitätsbibliothek der RWTH Aachen, 2017
32017
Multigrid Reduction in Time for Chaotic Dynamical Systems
DA Vargas, RD Falgout, S Günther, JB Schroder
SIAM Journal on Scientific Computing 45 (4), A2019-A2042, 2023
12023
Toward Parallel in Time for Chaotic Dynamical Systems
DA Vargas, RD Falgout, S Günther, JB Schroder
arXiv preprint arXiv:2201.10441, 2022
12022
Data-Driven Characterization of Latent Dynamics on Quantum Testbeds
S Reddy, S Guenther, Y Cho
arXiv preprint arXiv:2401.09822, 2024
2024
A practical approach to determine minimal quantum gate durations using amplitude-bounded quantum controls
S Günther, NA Petersson
AVS Quantum Science 5 (4), 2023
2023
Compositional Methods for Schrödinger's Equation with Application to Optimal Control
S Lee, S Guenther, NA Petersson
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2022
2022
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