Katja’s research has been broadly centred around non-equilibirum dynamics of classical and quantum many-body systems. The main fundamental questions in this field are concerned with finding an efficient description of emergent large-scale behaviour of quantum (or classical) systems consisting of many interacting particles. Katja’s work is mostly analytical, and combines ideas of statistical mechanics, quantum information, integrability, and mathematical physics.