# Group Meeting November 30, 2022

### Journal Club Notes
(Please use the format below to link your journal club paper. Rules: anything you liked on arXiv that is no more than 1 month old. The goal is to pitch the paper to the rest of the group, no detailed knowledge required.)

Presenter:

Paper title:

Link:

Keywords:

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Presenter: Tanko

Paper title: Pulse-efficient quantum machine learning

Link: https://arxiv.org/pdf/2211.01383.pdf

Keywords: Quantum machine learning, near-term quantum advantage, Pulse-efficient circuits

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Presenter: Sibren

Paper title: A machine learning approach to drawing phase diagrams of topological lasing modes

Link: https://arxiv.org/pdf/2211.04373.pdf

Keywords:

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Presenter: Bokai

Paper title: Noise-robust ground state energy estimates from deep quantum circuits

Link: https://arxiv.org/pdf/2211.08780.pdf

Keywords: VQE, quantum computed moments

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Presenter: Arash

Paper title: Variational Tensor Neural Networks for Deep Learning

Link: https://arxiv.org/abs/2211.14657

Keywords: Tensor networks, deep learning

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Presenter: Aram
Paper title:
Performance of quantum registers in diamond in the presence of spin impurities

link: https://arxiv.org/abs/2211.06234

Keywords: Nitrogen-Vacancy cnters, quantum reQuantum Registers

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Presenter: Eliska

Paper title: A polynomial-time classical algorithm for noisy random circuit sampling

Link: https://arxiv.org/abs/2211.03999

Keywords: Quantifying quantum computational advantage, random quantum circuits