qiskit-hackathon-korea-22

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An efficient way to Detect genuine multipartite entanglement using reconstructed states from their classical shadows

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# Abstract * To study classical shadow * To construct a circuit for the classical shadow on IBMQ quantum devices * To apply the classical shadow for various entanglement witness...

kjchoiquantum

Project A-1: Metal – Designing and implementing a new component

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# Abstract Novel component designs, be they full qubits, or different styles of couplers, are a significant part of superconducting qubit research. Implementing them into a chip design with experiments...

0sophy1

Quantum Image processing

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# Abstract Quantum algorithm can be applicable to image processing. I have developed the weather prediction method using quantum algorithm with grover algorithm and quantum machine learning. This algorithm can...

bagmk

Quantize leakage using Leakage Randomized Benchmarking

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# Abstract We will implement Leakage randomized benchmarking (LRB) using Qiskit Experiments. # Description We define transmon qubits by limiting our attention to $|0\rangle$ and $|1\rangle$ states, ignoring all the...

kjwcoo

QITE implementation of quantum models using qiskit

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# Abstract QITE(Quantum imaginary time evolution) is an algorithm that can calculate the ground state in a different way from the commonly used VQE. After applying QITE to various models...

KingHosung

How can CNN efficiently utilize quantum layers?

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# Abstract Find the best efficient way of using quantum layer in convolution neural network. reference: https://github.com/yh08037/quantum-neural-network # Description Details have not been decided yet. It will be updated later....

ktasha45

QwayApply: estimating the probability of being admitted to university based on CSAT(Korean SAT) scores.

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# Abstract Using quantum generative neural networks for estimating the probability of being admitted to university based on CSAT(Korean SAT) score. # Description South Korea has the two types of...

Dongyeongkim

Hangul 한글 characters classification by Quantum Machine Learning

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# Abstract Construct Hangul MNIST classifier using Qiskit Quantum Machine Learning. # Description We have MNIST classifier made by 1) [Quantum Support Vector Machine](https://learn.qiskit.org/content/summer-school/2021/resources/lab-notebooks/lab-3.ipynb) - Qiskit Global Summer School 2021,...

kifumi

Project A-2: Metal – Using Lumped Oscillator Model analysis to analyze a simple qubit-resonator chip

2

# Abstract Novel component designs, be they full qubits, or different styles of couplers, are a significant part of superconducting qubit research. Implementing them into a chip design with experiments...

0sophy1

Predicting ground state with novel quantum descriptor of molecules using QML

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# Abstract Let's predict ground state energy with novel quantum descriptor! # Description Ground state energy of molecules have been predicted using classical NN. To feed the NN information about...

justids