Efficiently accessing the information contained in non-linear and high dimensional
probability distributions remains a core challenge in modern statistics. Traditionally …

Particle showers in dielectric media produce radio signals which are used for the detection
of both ultra-high energy cosmic rays and neutrinos with energies above a few PeV. The …

The viral load of patients infected with SARS-CoV-2 varies on logarithmic scales and
possibly with age. Controversial claims have been made in the literature regarding whether …

Computer simulations of differential equations require a time discretization, which inhibits to
identify the exact solution with certainty. Probabilistic simulations take this into account via …

The problem of inference in optical interferometry, ie turning the on-sky data into meaningful
astrophysics, is a difficult ill-posed problem. But in the last two decades, several exciting …

The observational study of the universe and its galaxy clusters, galaxies, stars, and planets
relies on multiple pillars. Modern astronomy observes electromagnetic signals and just …

Physics is about building a model of the world. Building a model can have two different
interpretations. On the one hand, it can refer to the construction of a model that mimics the …