36 citations · 37 across the 3 of their papers we have counts for
3 papers
Efficient prediction of attosecond two-colour pulses from an X-ray free-electron laser with machine learning
Karim K. Alaa El-Din, Oliver G. Alexander, Leszek J. Frasinski +12
X-ray free-electron lasers are sources of coherent, high-intensity X-rays with numerous applications in ultra-fast measurements and dynamic structural imaging. Due to the stochasti…
Bayesian optimization of non-classical optomechanical correlations
Alexander Pitchford, Andrey A. Rakhubovsky, Rick Mukherjee +5
Nonclassical correlations provide a resource for many applications in quantum technology as well as providing strong evidence that a system is indeed operating in the quantum regim…
Bayesian optimal control of GHZ states in Rydberg lattices
Rick Mukherjee, Harry Xie, Florian Mintert
The ability to prepare non-classical states in a robust manner is essential for quantum sensors beyond the standard quantum limit. We demonstrate that Bayesian optimal control is c…