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 โ€œcommon wisdomโ€, i.e. multi-start optimisation rather than either just doing it because โ€œyou knowโ€ 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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