# Group Meeting May 18, 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**: Jan

**Paper title**: Probing sign structure using measurement-induced entanglement

**Link**: https://arxiv.org/pdf/2205.05692.pdf

**Keywords**: Random circuit, entanglement transition

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**Presenter**: Arash

**Paper title**: Foundations for learning from noisy quantum experiments

**Link**: https://arxiv.org/pdf/2204.13691.pdf

**Keywords**: Noisy quantum experiments, Neural Network

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**Presenter**: CRW

**Paper title**: Relevance between Information scrambling and quantum Darwinism

**Link**: https://arxiv.org/abs/2205.06939

**Keywords**: Decoherence, Quantum Information, Quantum Darwinism
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**Presenter**: Vini

**Paper title**: Power and limitations of single-qubit native quantum neural networks

**Link**: https://arxiv.org/pdf/2205.07848.pdf

**Keywords**: QNN, single-qubit, expressivity

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**Presenter**: Rouven

**Paper title**: Unsupervised Learning of Rydberg Atom Array Phase Diagram with Siamese Neural Networks

**Link**: https://arxiv.org/pdf/2205.04051.pdf

**Keywords**: Artificial Neural Networks, Phase Transitions, Ising Model, Rydberg Array

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**Presenter**: Jin

**Paper title**: Enhanced entanglement negativity in boundary driven monitored fermionic chains

**Link**: https://arxiv.org/abs/2205.07992

**Keywords**: Negativity, open-system dynamics, nonequilibrium, entanglement transition

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**Presenter**: Genya

**Paper title**: Extensible circuit-QED architecture via amplitude- and frequency-variable microwaves

**Link**: https://arxiv.org/abs/2204.08098

**Keywords**: CQED, 2Q gates, (quasi)adiabatic control

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**Presenter**: Eliska

**Paper title**: Classical spin Hamiltonians are context-sensitive languages

**Link**: https://arxiv.org/abs/2006.03529

**Keywords**: interesting analogy, mathematics, language models, spin Hamiltonians