Results & publications

Scientific publications

Bibliography Consortium Partner Date Link
Frank Leymann, Johanna Barzen: The Bitter Truth About Quantum Algorithms in the NISQ Era. Preprint Universität Stuttgart 06.2020 https://arxiv.org/abs/2006.02856
Frank Leymann, Johanna Barzen: Pattern Atlas. In: Accepted at ICSOC 2020. Universität Stuttgart 06.2020 https://arxiv.org/abs/2006.05120
Gabor, T., Sünkel, L., Ritz, F., Phan, T., Belzner, L., Roch, C., ... & Linnhoff-Popien, C. (2020). The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline Ludwig-Maximilian-Universität München 04.2020 https://arxiv.org/abs/2004.14035
Salm, M., Barzen, J., Breitenbücher, U., Leymann, F., Weder, B., & Wild, K. (2020). A Roadmap for Automating the Selection of Quantum Computers for Quantum Algorithms Universität Stuttgart 03.2020 https://arxiv.org/abs/2003.13409
Weigold, M., Barzen, J., Breitenbücher, U., Falkenthal, M., Leymann, F., & Wild, K. (2020). Pattern Views: Concept and Tooling for Interconnected Pattern Languages Universität Stuttgart 03.2020 https://arxiv.org/abs/2003.09127
A. Goeßmann, M. Götte, I. Roth, R. Sweke, G. Kutyniok, J. Eisert (2020). Tensor network approaches for learning non-linear dynamical laws Freie Universität Berlin 02.2020 https://arxiv.org/abs/2002.12388
Leymann, F., Barzen, J., Falkenthal, M., Vietz, D., Weder, B., & Wild, K. (2020). Quantum in the Cloud: Application Potentials and Research Opportunities Universität Stuttgart 02.2020 https://arxiv.org/abs/2003.06256
I. Glasser, R. Sweke, N. Pancotti, J. Eisert, J. I. Cirac, Advances in Neural Information Processing Systems 32, Proceedings of the NeurIPS 2019 Conference (2019). Expressive power of tensor-network factorizations for probabilistic modeling, with applications from hidden Markov models to quantum machine learning Freie Universität Berlin 11.2019 https://arxiv.org/abs/1907.03741
J. Haferkamp, D. Hangleiter, A. Bouland, B. Fefferman, J. Eisert, J.Bermejo-Vega (2019). Closing gaps of a quantum advantage with short-time Hamiltonian dynamics Freie Universität Berlin 11.2019 https://arxiv.org/abs/1908.08069
J. Eisert, D. Hangleiter, N. Walk, I. Roth, D. Markham, R. Parekh, U. Chabaud, E. Kashefi, Nature Physics Reviews (2020). Quantum certification and benchmarking Freie Universität Berlin 10.2019 https://arxiv.org/abs/1910.06343
R. Sweke, F. Wilde, J. Meyer, M. Schuld, P. K. Fährmann, B.
Meynard-Piganeau, J. Eisert (2019). Stochastic gradient descent for hybrid quantum-classical optimization
Freie Universität Berlin 10.2019 https://arxiv.org/abs/1910.01155

 

 

Talks & Articles

Title Author / Speaker Type Event / Location Date Link
Fundamental quantum algorithms 2: HHL, VQE and QAOA Frank Leymann (Universität Stuttgart) PlanQK Webinar - 23.07.2020  
Fundamental quantum algorithms 1: Quantum Fourier transformation and phase determination Frank Leymann (Universität Stuttgart) PlanQK Webinar - 02.07.2020  
Die bittere Wahrheit über Quantenalgorithmen in der NISQ-Ära Frank Leymann (Universität Stuttgart) PlanQK Webinar - 04.06.2020  
Einführung in variationelle Quanten-Algorithmen Johannes Meyer (Freie Universität Berlin) PlanQK Webinar - 29.05.2020 Link to webinar
Supervised Learning Using Quantum Technology Benedikt Sturm, Daniel Jaroszewski (Frankfurt Consulting Engineers) Paper PHM Europe in Turin, July 27-31, 2020 Submission 30.04.2020 https://github.com/danieljaro/tfq-example-predictivemaintenance/blob/master/Supervised%
20Learning%20using%20Quantum%20Technology%20-%20revised.pdf
Industrial Use Cases for Quantum Computing Mathias Rosenkranz (d-fine) Interview Digitale Welt magazine 01.06.2020 https://twitter.com/QkPlan/status/1268101769869000712?s=20
State of affairs in Machine Learning and Quantum Computing Jens Eisert (Freie Universität Berlin) Interview Digitale Welt magazine 01.06.2020 https://twitter.com/QkPlan/status/1268101769869000712?s=20
Quantum in the Cloud: Application Potentials and Research Opportunities Frank Leymann (Universität Stuttgart) Keynote 10th International Conference on Cloud Computing and Services Science,
CLOSER 2020
08.05.2020 http://closer.scitevents.org/KeynoteSpeakers.aspx#3
Towards closing the loopholes of showing a quantum advantage for quantum
simulators
Jens Eisert (Freie Universität Berlin) Lecture Quantum Devices: Simulation, Supremacy, and Optimization 04.05.2020 - 08.05.2020 -
Quantum Optimization using Quantum Annealers Christoph Roch (LMU) PlanQK Webinar - 07.05.2020 -
Quanten-Plattformen und Programmiersprachen Frank Leymann (Universtiät Stuttgart) PlanQK Webinar - 16.04.2020 -
Aufbau und Förderung der Community David Niehaus (StoneOne AG) PlanQK Webinar - 14.04.2020 -
Industrial Relevance of Near-Term Quantum Computing Frank Leymann, Johanna Barzen (Universität Stuttgart) Keynote StoneOne AG, Berlin 06.03.2020 -
Mit Quantenbits in die Zukunft -Quantencomputer bedeuten eine Revolution in der Künstlichen Intelligenz Dennis Yücel Article Tagesspiegel Newspaper 11.02.2020 https://www.fu-berlin.de/presse/publikationen/tsp/2020/tsp-februar-2020/quantenbits/index.html
Introducing Quantum Computing: Fundamentals and Applications Frank Leymann, Johanna Barzen (Universität Stuttgart) Congress lecture with presentation of PlanQK Universität zu Köln 06.02.2020  

https://cceh.uni-koeln.de/2020/01/23/einfuhrung-in-quanten-computing-

PlanQK – Quantum Computing Meets Artificial Intelligence: how to make an ambitious idea reality Frank Leymann (Universität Stuttgart), Andreas Liebing (StoneOne AG),
Matthias Rosenkranz (d-fine), Wolfgang Mergenthaler (FCE)
Article Digitale Welt magazine 01.02.2020 -