Gabriel della Maggiora

DeepDiffusion detects heterogeneous diffusion in single-molecule trajectories using a physics-informed neural network, accurately identifying subtle changes despite large errors.

The paper introduces a benchmark and datasets for virus infection reporter virtual staining in microscopy, using U-Net and pix2pix models to address the challenge of continuous signal generation.