Random ensembles of symplectic and unitary states are indistinguishable

M West, AA Mele, M Larocca, M Cerezo - arxiv preprint arxiv:2409.16500, 2024 - arxiv.org
A unitary state $ t $-design is an ensemble of pure quantum states whose moments match
up to the $ t $-th order those of states uniformly sampled from a $ d $-dimensional Hilbert …

Exact spectral gaps of random one-dimensional quantum circuits

AE Deneris, P Bermejo, P Braccia, L Cincio… - arxiv preprint arxiv …, 2024 - arxiv.org
The spectral gap of local random quantum circuits is a fundamental property that determines
how close the moments of the circuit's unitaries match those of a Haar random distribution …

Gate-based quantum simulation of Gaussian bosonic circuits on exponentially many modes

A Barthe, M Cerezo, AT Sornborger, M Larocca… - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce a framework for simulating, on an $(n+ 1) $-qubit quantum computer, the
action of a Gaussian Bosonic (GB) circuit on a state over $2^ n $ modes. Specifically, we …

A unified theory of quantum neural network loss landscapes

ER Anschuetz - arxiv preprint arxiv:2408.11901, 2024 - arxiv.org
Classical neural networks with random initialization famously behave as Gaussian
processes in the limit of many neurons, which allows one to completely characterize their …

Quantum metrology with linear Lie algebra parameterizations

R Lecamwasam, T Iakovleva, J Twamley - Physical Review Research, 2024 - APS
Lie algebraic techniques are powerful and widely used tools for studying dynamics and
metrology in quantum optics. When the Hamiltonian generates a Lie algebra with finite …

arxiv: Gate-based quantum simulation of Gaussian bosonic circuits on exponentially many modes

A Barthe, M Cerezo, AT Sornborger, D García-Martín… - 2024 - cds.cern.ch
We introduce a framework for simulating, on an $(n+ 1) $-qubit quantum computer, the
action of a Gaussian Bosonic (GB) circuit on a state over $2^ n $ modes. Specifically, we …