Quantum-Papers-Explained-with-Code

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Quantum-Papers-Explained-with-Code

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This repo contains code for specific quantum papers i've read. Check my Medium blogs for more.

Quantum-Papers-Explained-with-Code 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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# Quantum-Papers-Explained
This [repo](https://github.com/MonitSharma/Quantum-Papers-Explained-with-Code) contains code for specific quantum papers I've read, with their summary. Check my [Medium blogs](https://medium.com/@_monitsharma) for more.
The codes are in the medium articles, with detailed explanations of the implementation. They will be updated soon on the GitHub repo as well, but that work won't be much tidy. I suggest following the Medium articles instead.

## Check the Entire list [here](https://medium.com/@_monitsharma/list/quantum-papers-explained-0d2169569685)
This list will be updated (hopefully).

| Serial Number | Title                                         | Links     | Medium                                                                                | Notes   | Code |
| ------------- | ----------------------------------------- |----------------------------------------------------------------------------------------- |------------------------------------|----------------------|-------------|
| 1             | Grover Mixers for QAOA: Complexity on state preparation  | [![arXiv](https://img.shields.io/badge/arXiv-<COLOR>.svg)](https://arxiv.org/abs/2006.00354) |  [![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://medium.com/@_monitsharma/grover-mixers-for-qaoa-shifting-complexity-from-mixer-design-to-state-preparation-6b06ab61723a) |  | |
| 2             | Validating quantum computers using randomized model circuits | [![arXiv](https://img.shields.io/badge/arXiv-<COLOR>.svg)](https://arxiv.org/abs/1811.12926) |  [![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://medium.com/@_monitsharma/validating-quantum-computers-using-randomized-model-circuits-quantum-volume-fba055da3c71) | | [Code](https://github.com/MonitSharma/Quantum-Papers-Explained-with-Code/tree/main/Validationg%20Quantum%20Computers%20)|
| 3             |Quanvolutional Neural Networks: Powering Image Recognition with Quantum Circuits| [![arXiv](https://img.shields.io/badge/arXiv-<COLOR>.svg)](https://arxiv.org/abs/1904.04767) |  [![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://medium.com/@_monitsharma/quanvolutional-neural-networks-powering-image-recognition-with-quantum-circuits-388e2567fe9) |  | [Code](https://github.com/MonitSharma/Quantum-Papers-Explained-with-Code/tree/main/Quanvolutional%20Neural%20Networks) |
| 4             |Digital Zero Noise Extrapolation for Quantum Error Mitigation | [![arXiv](https://img.shields.io/badge/arXiv-<COLOR>.svg)](https://arxiv.org/abs/2005.10921) |  [![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://medium.com/@_monitsharma/quanvolutional-neural-networks-powering-image-recognition-with-quantum-circuits-388e2567fe9) | | [Code](https://github.com/MonitSharma/Quantum-Papers-Explained-with-Code/blob/main/Zero%20Noise%20Extrapolation/Zero-Noise-Extrapolation.ipynb) |
| 5             |Evidence for the utility of quantum computing before fault tolerance| [![arXiv](https://img.shields.io/badge/arXiv-<COLOR>.svg)](https://www.nature.com/articles/s41586-023-06096-3) |  [![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://medium.com/@_monitsharma/evidence-for-the-utility-of-quantum-computing-before-fault-tolerance-or-maybe-not-b31a3b6d98ee) | |[Code](https://github.com/MonitSharma/Quantum-Papers-Explained-with-Code/tree/main/Evidence%20of%20utility%20of%20quantum%20computer%20in%20pre%20fault%20tolerant%20) |
| 6             |Efficient tensor network simulation of IBM’s Eagle kicked Ising experiment| [![arXiv](https://img.shields.io/badge/arXiv-<COLOR>.svg)](https://arxiv.org/abs/2306.14887) |  [![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://medium.com/@_monitsharma/evidence-for-the-utility-of-quantum-computing-before-fault-tolerance-or-maybe-not-b31a3b6d98ee) |  | |
| 7             |Approximate Solutions of Combinatorial Problems via Quantum Relaxations| [![arXiv](https://img.shields.io/badge/arXiv-<COLOR>.svg)](https://arxiv.org/abs/2111.03167) |  [![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://medium.com/@_monitsharma/approximate-solutions-of-combinatorial-problems-via-quantum-relaxations-7c3c05a50641) | [![Medium](https://img.shields.io/badge/Notes-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://drive.google.com/file/d/14Mwt6BdwdcCxQz1UVo0QtuE39VNa6Jkt/view?usp=drive_link) |[Code](https://github.com/MonitSharma/Quantum-Papers-Explained-with-Code/tree/main/Approximate%20Solutions%20of%20Combinatorial%20Problems%20via%20Quantum%20Relaxations) |
| 8             |CutQC: Using Small Quantum Computers for Large Quantum Circuit Evaluations| [![arXiv](https://img.shields.io/badge/arXiv-<COLOR>.svg)](https://arxiv.org/abs/2012.02333) |   | [![Medium](https://img.shields.io/badge/Notes-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://drive.google.com/file/d/14PCIaBnQtFu9DdFnJ0UOAG2F6ihdJVXs/view?usp=drive_link) | [Code](https://github.com/MonitSharma/Quantum-Papers-Explained-with-Code/tree/main/Cut%20QC%20Using%20small%20Quantum%20Computers%20for%20Large%20Quantum%20Circuit%20Evaluations) |
| 9             |Constructing virtual two-qubit by sampling one-qubit gates| [![arXiv](https://img.shields.io/badge/arXiv-<COLOR>.svg)](https://arxiv.org/abs/1909.07534) |   | [![Notes](https://img.shields.io/badge/Notes-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://drive.google.com/file/d/12prvZ2G4bzSn33C3E58XMksqQPv9D13n/view?usp=sharing) | [Code](https://github.com/MonitSharma/Quantum-Papers-Explained-with-Code/tree/main/Virtual%20Two%20Qubit) |

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