I'm a PhD candidate in scientific machine learning at the Centre de Recherche Interdisciplinaire (CRI) in Paris. My main interests are how to use deep learning to extract more information from experiments and how it can be used to design new materials. Most of my time is spent on DeepMoD, a framework I've developed to perform model discovery, a process which automatically discovers mathematical models from data. CRI is in an interdisciplinary institute, and I spent the rest of my time working on classifying the behaviour of fruit flies (a collaboration with Michael Rere) and on developing new models for antibiotic resistance, a collaboration with Jake Wintermute.
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Phytophthora cinnamomi LAMP detection
Detect Phytophthora cinnamomi in natural samples, in a easy and fast way, from lowcost material.
Growth and transport in the dynamical cytoskeleton
Growth and transport in the dynamical cytoskeleton