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Linking individual bioenergetics to ecosystem dynamics with integral projection models
Willem Bonnaffé, Martina Muraro, William Goulding +7
Linking individual-level processes, such as survival and reproduction, to ecosystem dynamics is challenging due to interactions among populations and species. These interactions de…
Fast fitting of neural ordinary differential equations by Bayesian neural gradient matching to infer ecological interactions from time series data
Willem Bonnaffé, Tim Coulson
1. Inferring ecological interactions is hard because we often lack suitable parametric representations to portray them. Neural ordinary differential equations (NODEs) provide a way…
Quantitative Genetics Meets Integral Projection Models: Unification of Widely Used Methods from Ecology and Evolution
Tim Coulson, Floriane Plard, Susanne Schindler +2
1) Micro-evolutionary predictions are complicated by ecological feedbacks like density dependence, while ecological predictions can be complicated by evolutionary change. A widely…