A new paper with Bogdan Georgiev, Javier Gomez-Serrano, and Adam Zsolt Wagner: "Mathematical exploration and discovery at scale" arxiv.org/abs/2511.02864. Further discussion is at terrytao.wordpress.com/2025/11/05/m...

Fresh from the press💥 We asked what happens when you evolve gene regulatory networks computationally at scale. Do general principles of GRN evolution jump out? Is the process predictable? Read on to find out @prxlife.bsky.social @crick.ac.uk @ucl-ipls.bsky.social 👉 journals.aps.org/prxlife/abst...

Proud to have contributed to this work! We built a stochastic agent-based model, revealing that axonal injury promotes retention in white matter leading to dense wild-type tumours, while absence of axonal injury leads to disseminated tumours and delayed glioblastoma progression.

We wrote this introductory review on how concepts from dynamical systems can help us understand developmental biology, hope it’s useful to somebody! It was a lot of fun to put together, and great to collaborate with brilliant colleagues across theory and experiments

Help me build a virtual version of my apartment by training a hugeee (like so huge) neural network on temperature data from my stove. Call to action from the community to achive this ambitious goal!

Two years ago, I've completely reoriented my research to try to make AI safe by design. In this TIME op-ed, I present my team's new direction called "Scientist AI"; a practical, effective and more secure alternative to the current uncontrolled agency-driven trajectory. time.com/7283507/safe...

genomebiology.biomedcentral.com/articles/10.... Quite an indictment of some of the current single cell "virtual cell" foundation models. Even for the relatively mundane applications, cell labeling, batch correction etc, they are poor compared to much simpler & cheaper methods.

EFL-3/E2F7 modulates Wnt signalling by repressing the Nemo-like kinase LIT-1 during asymmetric epidermal cell division in C. elegans Read this @reviewcommons.org transfer Research Article by @mar-ferrando-marco.bsky.social & Michalis Barkoulas @imperialcollegeldn.bsky.social doi.org/10.1242/dev....

Proteins degrade at different rates. These rates can span 2-3 orders of magnitude. When cells are not growing, this allows proteins that degrade slower than others to preferentially accumulate. This accumulation imparts influence on protein concentrations. www.biorxiv.org/content/10.1...