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Inferring directionality of coupled dynamical systems using Gaussian process priors: Application on neurovascular systems
2022
Dynamical system theory has recently shown promise for uncovering causality and directionality in complex systems, particularly using the method of convergent cross mapping (CCM). In spite of its success in the literature, the presence of process noise raises concern about CCM's ability to uncover coupling direction. Furthermore, CCM's capacity to detect indirect causal links may be challenged in simulated unidrectionally coupled Rossler-Lorenz systems. To overcome these limitations, we propose a method that places a Gaussian process prior on a cross mapping function (named GP-CCM) to impose constraints on local state space neighborhood comparisons. Bayesian posterior likelihood and…
Theoretical studies on adsorption and thin film growth of transition metals on TiO2(110).
2009
Communication orale
Les premiers instants de la croissance de films minces d'oxydes métalliques par MOCVD : Etude in situ de l'interface TiO2/Si par XPS-ARXPS.
2006
Communication orale
Growth of tungsten nanostructures on TiO2 (110) by decomposition of metalorganic precursor. Reactivity towards oxygen.
2007
Communication orale
Polar surfaces stabilization : Role of reactivity.
2007
Communication orale
Growth of supported nanostructures on TiO2 (110) by soft CVD.
2007
Communication orale
Regulating role of lumbricid macrofauna in Atrazine biodegradation in temperate cropped soil.
2004
communication oraleFR2116communication orale
Interactions biotiques entre macrofaune lombricienne et les communautés microbiennes, indigènes et bioaugmentées, dégradant l'atrazine en sol tempéré.
2004
communication oraleFR2116communication orale
Biodégradation de l'atrazine en sols tempérés : rôle régulateur d'un modèle d'interaction biotique macrofaune/bactérie.
2004
communication orale
L1: Oral processing behaviours and retronasal aroma release variability during cheese consumption in human
2012
Abstract of oral presentation