187 citations
- University of TorontoCA9 papers
- Vector InstituteCA9 papers
- Perimeter InstituteCA8 papers
- Barcelona Institute of Science and TechnologyES4 papers
- Institute of Photonic SciencesES4 papers
- Institució Catalana de Recerca i Estudis AvançatsES2 papers
- Capital Normal UniversityCN1 paper
- Centre for Quantum TechnologiesSG1 paper
- Chinese Academy of SciencesCN1 paper
- ETH ZurichCH1 paper
- Kavli Institute for Theoretical SciencesCN1 paper
- Max Planck Institute of Quantum OpticsDE1 paper
5 papers · 1 filter
Open source software in quantum computing
Mark Fingerhuth, Tomáš Babej, Peter Wittek
Open source software is becoming crucial in the design and testing of quantum algorithms. Many of the tools are backed by major commercial vendors with the goal to make it easier t…
Evaluating probabilistic programming languages for simulating quantum correlations
Abdul Obeid, Peter D. Bruza, Peter Wittek
This article explores how probabilistic programming can be used to simulate quantum correlations in an EPR experimental setting. Probabilistic programs are based on standard probab…
Verifying the output of quantum optimizers with ground-state energy lower bounds
Flavio Baccari, Christian Gogolin, Peter Wittek +1
Solving optimisation problems encoded in the ground state of classical-spin systems is a focus area for quantum computing devices, providing upper bounds to the unknown solution. T…
Bayesian Deep Learning on a Quantum Computer
Zhikuan Zhao, Alejandro Pozas-Kerstjens, Patrick Rebentrost +1
Bayesian methods in machine learning, such as Gaussian processes, have great advantages com-pared to other techniques. In particular, they provide estimates of the uncertainty asso…
Automated discovery of characteristic features of phase transitions in many-body localization
Patrick Huembeli, Alexandre Dauphin, Peter Wittek +1
We identify a new "order parameter" for the disorder driven many-body localization (MBL) transition by leveraging artificial intelligence. This allows us to pin down the transition…