Quantum Computer-Aided design of Quantum Optics Hardware

2 code implementations • 4 Jun 2020 • Jakob S. Kottmann, Mario Krenn, Thi Ha Kyaw, Sumner Alperin-Lea, Alán Aspuru-Guzik

It is not clear how the full potential of large quantum systems can be exploited.

Quantum Physics Computational Physics Optics

Learning quantum dynamics with latent neural ODEs

1 code implementation • 20 Oct 2021 • Matthew Choi, Daniel Flam-Shepherd, Thi Ha Kyaw, Alán Aspuru-Guzik

The core objective of machine-assisted scientific discovery is to learn physical laws from experimental data without prior knowledge of the systems in question.

Noisy intermediate-scale quantum (NISQ) algorithms

no code implementations • 21 Jan 2021 • Kishor Bharti, Alba Cervera-Lierta, Thi Ha Kyaw, Tobias Haug, Sumner Alperin-Lea, Abhinav Anand, Matthias Degroote, Hermanni Heimonen, Jakob S. Kottmann, Tim Menke, Wai-Keong Mok, Sukin Sim, Leong-Chuan Kwek, Alán Aspuru-Guzik

We additionally provide a comprehensive overview of various benchmarking and software tools useful for programming and testing NISQ devices.

Benchmarking Combinatorial Optimization