Update README.md

README.md

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 # Quantum-Papers-Explained
-This repo 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 explaination on the implemetation. They will be updates soon on the github repo as well, but that work won't be much tidy. I suggest following the Medium articles instead.
+This repo 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 weekly (hopefully).
@@ -11,5 +11,5 @@ This list will be updated weekly (hopefully).
 | 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) |
 | 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) |
 | 4             |Digital Zero Noise Extrapolation| [![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) |
-| 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/quanvolutional-neural-networks-powering-image-recognition-with-quantum-circuits-388e2567fe9) |
-| 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/quanvolutional-neural-networks-powering-image-recognition-with-quantum-circuits-388e2567fe9) |
+| 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) |
+| 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) |