Liubov Smirnova

Physics-Informed Neural Network Framework for Time-Dependent Modelling of Bacterial Quorum Sensing and Population Dynamics

In silico studies of microbiological systems are essential for predicting and controlling the impact of external factors on bacterial communities. Quorum sensing represents one of the key mechanisms of bacterial communication, particularly in pathogenic bacteria, realized as a cell-density-dependent regulatory process...