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Author

Theodore de Pomereu

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2 papers indexed here

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Open access Sep 2026

GEMOT: Towards Mechanistic World Models for Biology

Scientific discovery seeks mechanisms that explain observations and predict beyond the measurements that produced them. Whereas large language models (LLMs) encode knowledge implicitly, mechanistic world models organise it as a parsimonious set of explicit, modular, reusable mechanisms whose predictions can be scored a...

Theodore de Pomereu, B. Snelling, Fabian Fröhlich · 0 citations
Open access Aug 2026

Symbolic regression enables coarse-grained model discovery of intracellular signalling dynamics

Cells respond to their environment through protein networks often dysregulated in cancer, making dynamical modelling crucial. Limitations in experimental data and computational resources motivate coarse-graining methods to build low-dimensional descriptions. Yet classical approaches to coarse-grained modelling rely on...

Theodore de Pomereu, Fabian Fröhlich · 0 citations

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