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We demonstrate that graph-based models are fully capable of representing higher-order interactions, and have a long history of being used for precisely this purpose. This stands in contrast to a commo...
arxiv.org
Graphs are maximally expressive for higher-order interactions
Check out our full manuscript: "Higher-order interactions in ecology can be hidden in plain sight" arxiv.org/pdf/2605.06301 Can we actually infer their presence just by looking at species abundance time-series? We built an idealized computational pipeline to find out... the surprising answer is no!
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arxiv.org
Violeta Calleja Solanas