Data-driven discovery of stochastic dynamical equations of collective motion

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作者： Nabeel Arshed ^[1] ; Jadhav Vivek ^[2] ; M Danny Raj ^[3] ; Sire Clément ^[4] ; Theraulaz Guy ^[5] ; Escobedo Ramón ; Iyer Srikanth K ; Guttal Vishwesha

作者单位： Center for Ecological Sciences, Indian Institute of Science ^[1] Laboratoire de Physique Théorique, CNRS, Université de Toulouse—Paul Sabatier ^[2] Centre de Recherches sur la Cognition Animale, Centre de Biologie Intégrative, CNRS, Université de Toulouse—Paul Sabatier ^[3] Indian Institute of Science ^[4] Department of Chemical Engineering, Indian Institute of Science ^[5]

关键词 data-driven equation discovery physics-informed machine learning mesoscale modelling self organization finite size effects noise-induced transitions langevin dynamics

发布时间 2023-11-01

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