Interacting particle system (IPS) models have proven to be highly successful for describing the spatial movement of organisms. However, it is challenging infer interaction rules directly from data. In field equation discovery, weak-form sparse identification nonlinear dynamics (WSINDy) methodology has been shown computationally efficient identifying governing equations complex systems noisy Mot...

Nonomuraea gerenzanensis ATCC 39727 produces the glycopeptide antibiotic A40926, which is natural precursor of semi-synthetic, last-resort drug dalbavancin. To reduce cost dalbavancin production, it mandatory to improve productivity producing strain. Here, we report that exposure N. wild-type population sub-inhibitory concentrations A40926 led isolation differently resistant phenotypes a divers...