25 citations · 85 across the 6 of their papers we have counts for
7 papers
Learning Summary Statistics for Bayesian Inference with Autoencoders
Carlo Albert, Simone Ulzega, Firat Ozdemir +2
For stochastic models with intractable likelihood functions, approximate Bayesian computation offers a way of approximating the true posterior through repeated comparisons of obser…
Boosting Bayesian Parameter Inference of Nonlinear Stochastic Differential Equation Models by Hamiltonian Scale Separation
Carlo Albert, Simone Ulzega, Ruedi Stoop
Parameter inference is a fundamental problem in data-driven modeling. Given observed data that is believed to be a realization of some parameterized model, the aim is to find param…
Reconciliation of experimental and theoretical electric tensor polarizabilities of the cesium ground state
S. Ulzega, A. Hofer, P. Moroshkin +1
We present a new theoretical analysis of the strongly suppressed F- and M-dependent Stark shifts of the Cs ground state hyperfine structure. Our treatment uses third order perturba…
Spectroscopy of Rb dimers in solid He
P. Moroshkin, A. Hofer, S. Ulzega +1
We present experimental and theoretical studies of the absorption, emission and photodissociation spectra of Rb molecules in solid helium. We have identified 11 absorption ba…
Rb*He_n exciplexes in solid 4_He
A. Hofer, P. Moroshkin, D. Nettels +2
We report the observation of emission spectra from Rb*He_n exciplexes in solid 4He. Two different excitation channels were experimentally identified, viz., exciplex formation via l…
Stark effect of the cesium ground state: electric tensor polarizability and shift of the clock transition frequency
S. Ulzega, A. Hofer, P. Moroshkin +1
We present a theoretical analysis of the Stark effect in the hyperfine structure of the cesium ground-state. We have used third order perturbation theory, including diagonal and of…