Julien Hurbain

The paper develops a convolutional neural network to quantify nuclear localisation of fluorescently tagged proteins in yeast, outperforming existing methods in single-cell time series analysis.

The paper uses metabolomics and fluxomics data to model the pentose phosphate pathway's response to oxidative stress, revealing cooperative regulatory mechanisms involving G6PD, PGI, and GAPD.