The power of quantum neural networks
- Amira Abbas
- David Sutter
- et al.
- 2021
- APS March Meeting 2021
Bio
Dr. Stefan Woerner is a Principal Research Scientist and Manager of the Quantum Computational Science group of IBM Quantum at IBM Research Europe - Zurich. He received a Master of Science in Applied Mathematics from ETH Zurich in 2010, and a Doctor of Sciences in Operations Management from ETH Zurich in 2013 for his thesis on Convex Optimization in Supply Chain Management. Stefan is renowned for his work in quantum finance, quantum optimization, and quantum machine learning. He has authored key papers, supervised PhD students, and given invited talks at major conferences and institutions.
Publications
Variational Quantum Boltzmann Machines
- Christa Zoufal
- Aurélien Lucchi
- et al.
- 2021
- APS March Meeting 2021
Quantum Algorithms for Mixed Binary Optimization Applied to Transaction Settlement
- Lee Braine
- Daniel Egger
- et al.
- 2021
- IEEE TQE
Quantum Computing for Finance: State-of-the-Art and Future Prospects
- Daniel Egger
- Claudio Gambella
- et al.
- 2020
- IEEE TQE
Enhancing Quantum Linear System Algorithm by Richardson Extrapolation
- Almudena Carrera Vazquez
- Albert Frisch
- et al.
- 2020
- APS March Meeting 2020
Towards material design applications in a quantum computer
- Panagiotis Barkoutsos
- Fotios Gkritsis
- et al.
- 2020
- APS March Meeting 2020
Resource-Efficient Quantum Algorithm for Protein Folding
- Ivano Tavernelli
- Anton Robert
- et al.
- 2020
- APS March Meeting 2020
A Hybrid Quantum-Classical Algorithm for Training Quantum Boltzmann Machines
- Christa Zoufal
- Aurélien Lucchi
- et al.
- 2020
- APS March Meeting 2020
Unlocking the Potential of Flexible Energy Resources to Help Balance the Power Grid
- Fabian Mueller
- Stefan Woerner
- et al.
- 2018
- IEEE Transactions on Smart Grid
Ramp-Rate-Constrained Bidding of Energy and Frequency Reserves in Real Market Settings
- Fabian Muller
- Stefan Woerner
- et al.
- 2018
- arXiv
Patents
- US
- 12136021
- CN
- ZL202080032022.X
- US
- 11960969
- US
- 11816594
- US
- 11809964
- US
- 11734598
- JP
- 7335330
- US
- 11728011
- US
- 11676056
- US
- 11663511
Projects
Quantum Optimization
Applying quantum algorithms to various optimization problems
Blog posts
The power of quantum neural networks
ResearchAmira Abbas, David Sutter, and Stefan Wörner5 minute readNew Qiskit design: Introducing Qiskit application modules
ReleaseMatthew Treinish, Ali Javadi-Abhari, and Stefan Wörner3 minute read
Top collaborators
CZ
Christa Zoufal
Quantum Applications Researcher
JG
Julien Gacon
Research Scientist, Quantum Computational Science
SZ
Sergiy Zhuk
Senior Research Scientist and Manager, Optimization & Quantum Computing
FT
Francesco Tacchino
Research Staff Member