qiskit-hackathon-korea-21
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qiskit-community
Create your design of Parameterized Quantum Circuits
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:
@이호준email:[email protected] - @OREOCHIZ - Slack:
@Jang Seoyeonemail:[email protected] - @Han-JaeHoon - Slack:
@한재훈email:[email protected] - @nineil91 - Slack:
@진수민email:[email protected] - @sagomoongddi - Slack:
@gyungmin choemail:[email protected] - @Yoonju98 - Slack:
@Yoonju Ohemail:[email protected] - 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
I can help out with this project as co-mentor if teams choose to take this.
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.
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.
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!
Hi, I'm on his team, too. I am grateful for your time. Thank you so much:)
Can i get into your group??
You are more than welcome! Could you provide your Slack ID & HackerEarth name?