GithubHelp home page GithubHelp logo

jessicajohnbritto / qosf_cohort6 Goto Github PK

View Code? Open in Web Editor NEW
2.0 1.0 2.0 12.7 MB

Project on studying Open Quantum System Models and simulating them using OQC Lucy Hardware.

Python 0.95% Jupyter Notebook 99.05% HTML 0.01%
cirq error-mitigation open-quantum-systems qbraid qiskit quantum-simulations

qosf_cohort6's Introduction

Simulating open quantum systems using noise models and NISQ devices with quantum error mitigation

We present simulations of two Open Quantum System models (OQS), Collisional and Markovian Resorvoir, with noisy simulations, error mitigation, and with IBM devices. Extending the results of García-Pérez, et al. [npj Quantum Information 6.1 (2020): 1]. Using the Mitiq toolkit, we apply Zero-Noise extrapolation (ZNE), an error mitigation technique and analyze their deviation from the theoretical results for the models under study. For the correlated collisional model, we observed that its sinusoidal curve dampens with an increase in the number of collisions, and by applying ZNE, we were able to reduce the error and overlap it with the theoretical curve. We see similar behavior with the Markovian reservoir engineering.

qosf_cohort6's People

Contributors

jessicajohnbritto avatar newtech66 avatar victor-onofre avatar

Stargazers

 avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.