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most citedCorrelations from structure and phylogeny combine constructively in the inference of protein partners from sequences

20 citations · 21 across the 3 of their papers we have counts for

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stat.ML2025

Model selection for stochastic dynamics: a parsimonious and principled approach

Andonis Gerardos

This thesis focuses on the discovery of stochastic differential equations (SDEs) and stochastic partial differential equations (SPDEs) from noisy and discrete time series. A major…

cond-mat.soft2025★ 1 cited

Principled model selection for stochastic dynamics

Andonis Gerardos, Pierre Ronceray

Complex dynamical systems, from macromolecules to ecosystems, are often modeled by stochastic differential equations. To learn such models from data, a common approach involves spa…