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Shining light on data: Geometric data analysis through quantum dynamics
Experimental sciences have come to depend heavily on our ability to organize and interpret high-dimensional datasets.
Manifold learning via quantum dynamics
We introduce an algorithm for computing geodesics on sampled manifolds that relies on simulation of quantum dynamics on a graph embedding of the sampled data.
Quantum Markov Chain Monte Carlo with Digital Dissipative Dynamics on Quantum Computers
Modeling a macroscopic environment on a quantum simulator may be achieved by coupling independent ancilla qubits that facilitate energy exchange in an appropriate manner with the system and mimic an environment.
Quantum Physics Statistical Mechanics
A taxonomy of small Markovian errors
Errors in quantum logic gates are usually modeled by quantum process matrices (CPTP maps).
Quantum Physics
