Quantum state preparation for bell-shaped probability distributions using deconvolution methods

Understand

Quantum systems are a natural choice for generating probability distributions due to the phenomena of quantum measurements.

• The data that we observe in nature from various physical phenomena can be modelled using quantum circuits.
• To load this data, which is mostly in the form of a probability distribution, we present a hybrid classical-quantum approach.
• The classical pre-processing step is based on the concept of deconvolution of discrete signals.