4 citations · 6 across the 2 of their papers we have counts for
4 papers
Protein Graph Neural Networks for Heterogeneous Cryo-EM Reconstruction
Jonathan Krook, Axel Janson, Joakim Andén +2
We present a geometry-aware method for heterogeneous single-particle cryogenic electron microscopy (cryo-EM) reconstruction that predicts atomic backbone conformations. To incorpor…
Moment-based Posterior Sampling for Multi-reference Alignment
Axel Janson, Joakim Andén
We propose a Bayesian approach to the problem of multi-reference alignment -- the recovery of signals from noisy, randomly shifted observations. While existing frequentist methods…
Competitive epidemic networks with multiple survival-of-the-fittest outcomes
Mengbin Ye, Brian D. O. Anderson, Axel Janson +2
We use a deterministic model to study two competing viruses spreading over a two-layer network in the Susceptible--Infected--Susceptible (SIS) framework, and address a central prob…
Multi-Layer SIS Model with an Infrastructure Network
Philip E. Pare, Axel Janson, Sebin Gracy +3
This paper deals with the spread of diseases over both a population network and an infrastructure network. We develop a layered networked spread model for a susceptible-infected-su…