Create your design of Parameterized Quantum Circuits

[Siheon-Park]

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

• Create your design of PQC with good performance and low cost
• Evaluate your PQC with a reasonable method
• (optional) run VQA
• implement with qiskit💻

Members

• @String137 - Slack: @이호준 email: quantum0430@kaist.ac.kr
• @OREOCHIZ - Slack: @Jang Seoyeon email: 9uantum01@khu.ac.kr
• @Han-JaeHoon - Slack: @한재훈 email: hansion45@ajou.ac.kr
• @nineil91 - Slack: @진수민 email: example@example.com
• @sagomoongddi - Slack: @gyungmin cho email: example@example.com
• @Yoonju98 - Slack: @Yoonju Oh email: example@example.com
• Qiskit Coach: @Siheon-Park, @starktech23

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]

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

[String137]

Our team wanna join in!
We have 5 members

[Siheon-Park]

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]

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]

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]

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

[OREOCHIZ]

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

[Han-JaeHoon]

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

[sagomoongchi]

Can i get into your group??

[Siheon-Park]

Can i get into your group??

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

[sagomoongchi]

gyungmin cho is my slack ID!