QunaSys / quantum-algorithm-grand-challenge-2023

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VQE with Local Optimization #2

Open dylansheils opened 1 year ago

dylansheils commented 1 year ago

Team name:

Qutastic

Team members:

Dylan Sheils

Project Description:

The main inspiriation for this submission is to focus on improving the optimization scheme. The ansatz and optimization algorithm mimics the one presented in https://arxiv.org/pdf/1903.12166.pdf with only minor adjustment both choosen for its observed resilience and quick convergence. The main deviation, inspired by the work in https://arxiv.org/abs/2102.08403, is to split the ansatz into parameterized blocks which then are individually locally optimized sequentially.

Presentation:

https://docs.google.com/presentation/d/14kGpH0a-7b_fMX6Ev2JDbinMPYsooainSMhMY1m9UH8/edit?usp=sharing

Source code:

https://github.com/dylansheils/QAGC_Submission

dylansheils commented 1 year ago

I updated my repository with a newer submission. Changes are noted in an additional section of the presentation.

masahikokamoshita commented 1 year ago

@dylansheils Thank you for your submission. We ran your revised algorithms here and the energy results end up at 0.0, which seems that there are errors somewhere.