Stefanie Günther

1. Layer-Parallel Training of Deep Residual Neural Networks
   2018/12/11 by Stefanie Günther, Günther, S., Lars Ruthotto +7 · 4 citations
   Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Seismic Imaging and Inversion Techniques
2. Quandary: An open-source C++ package for high-performance optimal control of open quantum systems
   2021/10/19 by Stefanie Günther, Günther, Stefanie, N. Anders Petersson +3 · 3 citations
   Computer Science · Physics and Astronomy · #FOS: Mathematics #FOS: Physical sciences #Laser-Matter Interactions and Applications #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
3. A Non-Intrusive Parallel-in-Time Approach for Simultaneous Optimization\n with Unsteady PDEs
   2018/01/19 by Stefanie Günther, Nicolas R. Gauger, Günther, Stefanie +3 · 2 citations
   Mathematics · Engineering · #Numerical methods for differential equations #Advanced Numerical Methods in Computational Mathematics #Computational Fluid Dynamics and Aerodynamics
4. A practical approach to determine minimal quantum gate durations using amplitude-bounded quantum controls
   2023/07/24 by Stefanie Günther, Günther, Stefanie, N. Anders Petersson +1 · 2 citations
   Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
5. Learning thermodynamic master equations for open quantum systems
   2025/06/02 by Peter Sentz, Sentz, Peter, Stanley Nicholson +9 · 3 voices · 2 citations
   Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #I.2.6 #J.2 #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
6. A time-parallel multiple-shooting method for large-scale quantum optimal control
   2024/07/18 by N. Anders Petersson, Petersson, N. Anders, Stefanie Günther +3 · 1 citation
   Engineering · Computer Science · Physics and Astronomy · #Optical Systems and Laser Technology #Quantum Information and Cryptography #Adaptive optics and wavefront sensing