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quant-ph2020
A machine learning approach to Bayesian parameter estimation
Samuel P. Nolan, Augusto Smerzi, Luca Pezzè
Bayesian estimation is a powerful theoretical paradigm for the operation of quantum sensors. However, the Bayesian method for statistical inference generally suffers from demanding…
quant-ph2020★ 82 cited
High Precision, Quantum-Enhanced Gravimetry with a Bose-Einstein Condensate
Stuart S. Szigeti, Samuel P. Nolan, John D. Close +1
We show that the inherently large interatomic interactions of a Bose-Einstein condensate (BEC) can enhance the sensitivity of a high precision cold-atom gravimeter beyond the shot-…