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#mechanisticmodels — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #mechanisticmodels, aggregated by home.social.

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  1. RE: biologists.social/@Rxiv_mechan

    "The arrival of #machineLearning approaches that predict cellular behavior at scale and integrate a wide array of #biologicalData types makes the analytical demand on #mechanisticModels even more pressing. Prediction is increasingly available without #mechanistic #understanding. The central challenge is no longer building models that reproduce #biological behavior, but building #models from which causal structure can be inferred."

    #science #AI #AIinResearch #modeling #modelling #biology

  2. RE: biologists.social/@Rxiv_mechan

    "The arrival of #machineLearning approaches that predict cellular behavior at scale and integrate a wide array of #biologicalData types makes the analytical demand on #mechanisticModels even more pressing. Prediction is increasingly available without #mechanistic #understanding. The central challenge is no longer building models that reproduce #biological behavior, but building #models from which causal structure can be inferred."

    #science #AI #AIinResearch #modeling #modelling #biology