Universal differential equations in system Biology

Really nice paper on universal differential equations in systems biology with some nice looking Julia code.

https://www.nature.com/articles/s41540-025-00550-w

Code: GitHub - m-philipps/ude_pipeline_systemsbio

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Neat stuff!

Its nice to see a paper where someone actually bothers to demo the “common wisdom”, i.e. multi-start optimisation rather than either just doing it because “you know” its better or not doing it at all (or secretly doing it and only showing the inits that work)

Yes I agree. Just organising to get these folks to come and give a seminar

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