Daniel Spitz

Jan 20, 2024 | biorxiv.org | Duminda S. Ranasinghe |Nathan Sanders |Changchang Liu |Daniel Spitz

AbstractDrug combinations have been shown to be an effective strategy for cancer therapy, but identifying beneficial combinations through experiments is labor-intensive and expensive. Machine learning (ML) systems that can propose novel and effective drug combinations have the potential to dramatically improve the efficiency of combinatoric drug design.

Sep 20, 2023 | link.aps.org | Daniel Spitz |Jürgen Berges |Kirill Boguslavski

We study nonequilibrium dynamics of SU(2) lattice gauge theory in Minkowski space-time in a classical-statistical regime, where characteristic gluon occupancies are much larger than unity. In this strongly correlated system far from equilibrium, the correlations of energy and topological densities show self-similar behavior related to a turbulent cascade toward higher momentum scales.