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qiskit-community / qiskit-hackathon-korea-21

A repository for Qiskit Hackathon Korea (February 16-19, 2021)
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Create your design of Parameterized Quantum Circuits #18

Open Siheon-Park opened 3 years ago

Siheon-Park commented 3 years ago

Abstract

The good ansatz generation is crucial for any quantum variational algorithm like QAOA and VQE in the NISQ era. Sim at el analyzed various forms of Parameterized Quantum Circuits(PQC) from past studies by introducing the concept of Expressibility and entangling capacity. Create your unique PQC and compare it with benchmark circuits in the paper.

Description

Your PQC should have high expressibility and entanglement capacity with low circuit cost(circuit depth, number of two-qubit gates, number of parameters, etc.) Create your PQC and function or class to measure Expressibility and Entanglement Capacity with qiskit API. If possible, utilize the qiskit-aqua library to test your PQC with any well-known VQA. You may introduce another method to score PQC for the Quantum Hybrid variational algorithm and use it to prove that your circuit performs better, as long as your method efficiently describes the ability of PQC to achieve an arbitrary target state, or is closely related to entanglement measurements, etc. @0sophy1 provided more intuitive material on medium! Check it out! https://medium.com/qiskit/we-need-new-language-to-discuss-parameterized-quantum-circuits-60672f189b5f

To Do list

Members

Deliverable

GitHub repo

Reference

Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms https://arxiv.org/abs/1905.10876 We Need A New Way to Benchmark Parameterized Quantum Circuits https://medium.com/qiskit/we-need-new-language-to-discuss-parameterized-quantum-circuits-60672f189b5f

starktech23 commented 3 years ago

I can help out with this project as co-mentor if teams choose to take this.

String137 commented 3 years ago

Our team wanna join in! We have 5 members

Siheon-Park commented 3 years ago

Our team wanna join in! We have 5 members

Hi! Glad to hear that! But we need your team members' Github ID to add you.

nineil91 commented 3 years ago

Our team wanna join in! We have 5 members

Hi! Glad to hear that! But we need your team members' Github ID to add you.

Hello! I'm on his team. Thank you.

Han-JaeHoon commented 3 years ago

Our team wanna join in! We have 5 members

Hi! Glad to hear that! But we need your team members' Github ID to add you.

I'm on his team, too. I look forward to your kind cooperation. Thank you!

Yoonju98 commented 3 years ago

Hi, I'm on his team, too. I am grateful for your time. Thank you so much:)

OREOCHIZ commented 3 years ago

Me too! I'm glad to participate in qiskit hackathon😊

Han-JaeHoon commented 3 years ago

Oh, I remove myself accidentally.. Can you assign me again?

sagomoongchi commented 3 years ago

Can i get into your group??

Siheon-Park commented 3 years ago

Can i get into your group??

You are more than welcome! Could you provide your Slack ID & HackerEarth name?

sagomoongchi commented 3 years ago

gyungmin cho is my slack ID!