Reference : Classification and detection of Critical Transitions: from theory to data

	Document type :	Dissertations and theses : Doctoral thesis
	Discipline(s) :	Physical, chemical, mathematical & earth Sciences : Multidisciplinary, general & others
	Focus Areas :	Computational Sciences
	To cite this reference:	http://hdl.handle.net/10993/52639

Title :	Classification and detection of Critical Transitions: from theory to data
Language :	English
Author, co-author :	Proverbio, Daniele [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Interventional Neuroscience >]
Publication date :	21-Oct-2022
Institution :	University of Luxembourg, ​​Luxembourg
Name of the degree :	Docteur en Sciences de l'Ingénieur
Supervisor :	Goncalves, Jorge
President of the jury :	Balling, Rudi
Secretary :	Skupin, Alexander
Member of the jury :	Ashwin, Peter
	Cosentino Lagomarsino, Marco
Keywords :	[en] Critical transitions ; Resilience ; Complex systems ; Early warning signals ; Dynamics ; Systems biology ; Bifurcation ; Noise ; Modelling
Abstract :	[en] From population collapses to cell-fate decision, critical phenomena are abundant in complex real-world systems. Among modelling theories to address them, the critical transitions framework gained traction for its purpose of determining classes of critical mechanisms and identifying generic indicators to detect and alert them (“early warning signals”). This thesis contributes to such research field by elucidating its relevance within the systems biology landscape, by providing a systematic classification of leading mechanisms for critical transitions, and by assessing the theoretical and empirical performance of early warning signals. The thesis thus bridges general results concerning the critical transitions field – possibly applicable to multidisciplinary contexts – and specific applications in biology and epidemiology, towards the development of sound risk monitoring system.
Research centres :	Luxembourg Centre for Systems Biomedicine (LCSB)
Funders :	Fonds National de la Recherche - FnR
Name of the research project :	CRiTiCS
Target :	Researchers ; Professionals ; Students ; General public
Permalink :	http://hdl.handle.net/10993/52639
DOI :	10.13140/RG.2.2.32772.40326
FnR project :	FnR ; FNR10907093 > Jorge Gonçalves > CriTICS > Critical Transitions In Complex Systems: From Theory To Applications > 01/11/2016 > 30/04/2023 > 2015

	File(s) associated to this reference
	Fulltext file(s): File Commentary Version Size Access Open access PhDthesis_Proverbio.pdf Publisher postprint 29.2 MB View/Open

All documents in ORBi^lu are protected by a user license.

 

University of Luxembourg Library |  Feedback |  Legal notices Site Map