3 papers
q-bio.PE2026
Effect of antibiotic spectrum on the abundance of resistant bacteria in multispecies communities
Magnus Aspenberg, Erik Andreas Martens, Kristofer Wollein Waldetoft
Antibiotic resistance is a major threat to global health. It emerges in multispecies microbial communities under antibiotic exposure. This makes antibiotic spectrum -- a drug's dis…
q-bio.PE2025
Stable equilibria in the Lotka-Volterra equations
Magnus Aspenberg, Erik Martens, Kristofer Wollein Waldetoft
We consider the Lotka-Volterra system and provide necessary conditions for an equilibrium to be stable. Our results naturally complement earlier fundamental results by N. Adachi, Y…
stat.ML2025
Next-Generation Reservoir Computing for Dynamical Inference
Rok Cestnik, Erik A. Martens
We present a simple and scalable implementation of next-generation reservoir computing (NGRC) for modeling dynamical systems from time-series data. The method uses a pseudorandom n…