Quantum Theory and Application of Contextual Optimal Transport
- Nicola Mariella
- Jannis Born
- et al.
- 2023
- NeurIPS 2023
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. The focus of his research is the development and analysis of quantum algorithms for optimization, simulation, and machine learning as well as their practical applications, particularly in finance.
Publications
Stochastic Approximation of Variational Quantum Imaginary Time Evolution
- Julien Gacon
- Christa Zoufal
- et al.
- 2023
- QCE 2023
Quantum Kernel Alignment with Stochastic Gradient Descent
- Gian Gentinetta
- David Sutter
- et al.
- 2023
- QCE 2023
Towards quantum-enabled cell-centric therapeutics
- Saugata Basu
- Jannis Born
- et al.
- 2023
- arXiv
Scaling Generative Quantum Machine Learning
- Christa Zoufal
- Stefan Woerner
- 2023
- APS March Meeting 2023
Scaling of the quantum approximate optimization algorithm on superconducting qubit based hardware
- Johannes Weidenfeller
- Lucia Valor
- et al.
- 2022
- Quantum
Scaling of the quantum approximate optimization algorithm on superconducting qubit based hardware
- Johannes Weidenfeller
- Lucia Cuervo Valor
- et al.
- 2022
- arXiv
Effective dimension of machine learning models
- Amira Abbas
- David Sutter
- et al.
- 2021
- arXiv
Error Bounds for Variational Quantum Time Evolution
- Christa Zoufal
- David Sutter
- et al.
- 2021
- arXiv
Improved quasiprobabilistic quantum error mitigation
- Christophe Piveteau
- David Sutter
- et al.
- 2021
- APS March Meeting 2021
Patents
- 13 Nov 2023
- US
- 11816594
- 06 Nov 2023
- US
- 11809964
- 21 Aug 2023
- US
- 11734598
- 20 Aug 2023
- JP
- 7335330
- 14 Aug 2023
- US
- 11728011
- 12 Jun 2023
- US
- 11676056
- 29 May 2023
- US
- 11663511
- 15 May 2023
- US
- 11651264
- 21 Feb 2023
- JP
- 7232902
- 23 Jan 2023
- US
- 11562281
Blog posts
The power of quantum neural networks
ResearchAmira Abbas, David Sutter, and Stefan Wörner5 minute read- Quantum
- Quantum Machine Learning
- Quantum Research
New Qiskit design: Introducing Qiskit application modules
ReleaseMatthew Treinish, Ali Javadi-Abhari, and Stefan Wörner3 minute read- Quantum
- Quantum Software
Top collaborators
JG
Julien Gacon
PreDoc in Quantum Algorithms & Applications
MR
Marianna Rapsomaniki
Staff Research Scientist
JB
Jannis Born
Research Scientist in AI for Scientific Discovery
DE
Daniel Egger
Senior Research Scientist