Online Seminar: Dr Akram Mohamed, UTS QSI

Beyond Quantum Noise Spectroscopy: modelling and mitigating noise with quantum feature engineering

Diagram of greybox architecture for modeling the noisy qubit

Greybox architecture for modeling the noisy qubit

Speaker:  Akram Mohamed, UTS Centre for Quantum Software and Information

Host: A/Prof. Chris Ferrie

Title: Beyond Quantum Noise Spectroscopy: modelling and mitigating noise with quantum feature engineering  

Abstract:
 In this talk, I will give an overview of our recent work. We focus on the case of a two-level open quantum system, i.e. a noisy qubit interacting with the environment.

I will show our proposed deep learning-based framework that models its dynamics, going beyond the standard techniques such as quantum noise spectroscopy. I will also show how to use that framework to do standard tasks such as decoherence suppression and quantum control to implement a universal set of quantum gates. 

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