Random ensembles of symplectic and unitary states are indistinguishable
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 …
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
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 …
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
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 …
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 …
processes in the limit of many neurons, which allows one to completely characterize their …
Quantum metrology with linear Lie algebra parameterizations
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 …
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
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 …
action of a Gaussian Bosonic (GB) circuit on a state over $2^ n $ modes. Specifically, we …