Publications
Journal Articles & Writings
2026
Comprehensive profiling of anaesthetised brain dynamics across phylogeny
Ultra-rare biallelic THAP12 variants cause loss of function and underlie severe epileptic encephalopathy
Inferring biodiversity from indicator species using co-occurrence network structure
2025
Chronic optogenetic activation of hippocampal CA1 neurons triggers Alzheimer’s disease-like proteomic remodeling
The impact of behavioral homophily and conformity on epidemic spreading in networks with large groups
Function aligns with geometry in locally connected neuronal network
Kuramoto meets Koopman: Constants of motion, symmetries, and network motifs
Structural and genetic determinants of zebrafish functional brain networks
Random graphs with specific degree distribution and giant component size
Symmetry-driven embedding of networks in hyperbolic space
2024
On the reconstruction limits of complex networks
NeuroTorch: A Python library for neuroscience-oriented machine learning
On the Uniform Sampling of the Configuration Model with Centrality Constraints
Network compression with configuration models and the minimum description length
Duality between predictability and reconstructability in complex systems
Escherichia coli CRISPR arrays from early life fecal samples preferentially target prophages
The determining role of covariances in large networks of stochastic neurons
NBS-SNI, an extension of the Network-based statistic: Investigating differences in functional connections between important structural actors in case-control studies
Geometric description of clustering in directed networks
The low-rank hypothesis of complex systems
Nat. Phys. 20, 294-302 (2024)
dimension-reduction
★ Featured on the cover of Nature Physics.
★ Featured in Nature Physics’ News & Views.
2023
The D-Mercator method for the multidimensional hyperbolic embedding of real networks
The unintended consequences of inconsistent closure policies and mobility restrictions during epidemics
Nonlinear bias toward complex contagion in uncertain transmission settings
Hypergraph reconstruction from uncertain pairwise observations
Temporal and probabilistic forecasts of epidemic interventions
Hierarchical team structure and multidimensional localization (or siloing) on networks
Exact and rapid linear clustering of networks with dynamic programming
Predicting cognitive decline in a low-dimensional representation of brain morphology
Zebrafish brain atlases: a collective effort for a tiny vertebrate brain
Dimension reduction of dynamics on modular and heterogeneous directed networks
Dimension matters when modeling network communities in hyperbolic spaces
The Role of Directionality, Heterogeneity, and Correlations in Epidemic Risk and Spread
Effects of global change on bird and beetle populations in boreal forest landscape: An assemblage dissimilarity analysis
2022
Beyond Wilson-Cowan dynamics: oscillations and chaos without inhibition
Toward an integrative neurovascular framework for studying brain networks
One for All
Predicting the diversity of early epidemic spread on networks
Influential groups for seeding and sustaining nonlinear contagion in heterogeneous hypergraphs
2021
The network epidemiology of an Ebola epidemic
Universal Nonlinear Infection Kernel from Heterogeneous Exposure on Higher-Order Networks
Deep learning of stochastic contagion dynamics on complex networks
Dynamical rate equation model for femtosecond laser-induced breakdown in dielectrics
Social Confinement and Mesoscopic Localization of Epidemics on Networks
Master equation analysis of mesoscopic localization in contagion dynamics on higher-order networks
Localization, epidemic transitions, and unpredictability of multistrain epidemics with an underlying genotype network
2020
Geometric renormalization unravels self-similarity of the multiscale human connectome
Genome-scale modeling of metabolism in the polar diatom Fragilariopsis cylindrus underscores the strong robustness of growth rate in response to cellular perturbations
Beyond R0: the importance of contact tracing when predicting epidemics
Threefold way to the dimension reduction of dynamics on networks: an application to synchronization
Navigable maps of structural brain networks across species
Detecting structural perturbations from time series with deep learning
Superspreading events in the transmission dynamics of SARS-CoV-2: Opportunities for interventions and control
Geometric renormalization unravels self-similarity of the multiscale human connectome
Genome-scale modeling of metabolism in the polar diatom Fragilariopsis cylindrus underscores the strong robustness of growth rate in response to cellular perturbations
2019
Mercator: uncovering faithful hyperbolic embeddings of complex networks
On the accuracy of message-passing approaches to percolation in complex networks
Smeared phase transition of percolation on real complex networks
2018
Exact analytical solution of irreversible binary dynamics on networks
Geometric evolution of complex networks with degree correlations
Phase transition of the susceptible-infected-susceptible dynamics on time-varying configuration model networks
2017
Construction of and efficient sampling from the simplicial configuration model
Strategic tradeoffs in competitor dynamics on adaptive networks
Susceptible-infected-susceptible dynamics on the rewired configuration model
Finite size analysis of the detectability limit of the stochastic block model
2016
Growing networks of overlapping communities with internal structure
2015
Complex networks as an emerging property of hierarchical preferential attachment
General and exact approach to percolation on random graphs
A Shadowing Problem in the Detection of Overlapping Communities: Lifting the Resolution Limit through a Cascading Procedure
Constructive feedback for the growth of laser-induced periodic surface structures
Lorenz-Mie theory for 2D scattering and resonance calculations (tutorial)
2014
Coexistence of phases and the observability of random graphs
Spreading dynamics on contact networks: a general stochastic approach
2013
Percolation on random networks with arbitrary k-core structure
Multiobjective optimization in integrated photonics design
Coherent beam shaping using two-dimensional photonic crystals
2012
Bond percolation on a class of correlated and clustered random graphs
Propagation on networks: an exact alternative perspective
Structural preferential attachment: Stochastic process for the growth of scale-free, modular and self-similar systems
2011
Structural preferential attachment: Network organization beyond the link
2010
Propagation dynamics on networks featuring complex topologies
Phase Space Engineering in Optical Microcavities I. Preserving near-field uniformity while inducing far-field directionality
2009
Des Ponts d’Euler à la Grippe Aviaire: De l’abstraction mathématique à la réalité sociale des épidémies
Heterogeneous Bond Percolation on Multitype Networks with an Application to Epidemic Dynamics
2008
Universality of Level Spacing Distributions in Classical Chaos
2006
Chaotic Rotations Generated by Light in Nematic Liquid Crystals
Light-Induced Chaotic Rotations in Nematic Liquid Crystals
Transverse Nonlocal Effects in Optical Reorientation of Nematic Liquid Crystals
2005
Bifurcation Analysis of Optically Induced Dynamics in Nematic Liquid Crystals: Elliptical Polarization at Normal Incidence
Bifurcation Analysis of Optically Induced Dynamics in Nematic Liquid Crystals: Circular Polarization at Normal Incidence
On Jacobian Matrices for Flows
2004
Dynamics of Light Induced Reorientation of Nematic Liquid Crystals in Spatially Confined Beams
Optically Induced Dynamics in Nematic Liquid Crystals: The Role of Finite Beam Size
2003
Optically Induced Dynamics in Nematic Liquid Crystals: The Role of Twist Deformation and Asymmetry
2002
New Laser Induced Spatio-Temporal Transition In Nematics
Targeting Unknown and Unstable Periodic Orbits
2001
The Control of Hamiltonian Chaos
2000
The control of dynamical systems – recovering order from chaos –
The Physics of Electronic and Atomic Collisions: XXI International Conference
Sendai, Japan, 2000
1997
Zoom sur le Chaos
Interface 18, 50-51
Presentations
2025
Function aligns with geometry in locally connected neuronal networks
Contributed presentation, UNIQUE Center Scientific Retreat
Saint-Paulin, Canada, 2025
Analytical and computational approach to structure-function relationship in neural networks
Analytical Koopman approach to recurrent neural networks
Symmetry-driven embedding of networks in hyperbolic space
Correspondence between geometric eigenmodes and functional connectivity gradients in embedded complex systems
Contributed presentation, Conference on Complex Systems (CCS2025)
Siena, Italy, 2025
Stabilization of ecosystems through a genetic algorithm
Poster presentation, Conference on Complex Systems (CCS2025)
Siena, Italy, 2025
How cortical activity co-fluctuations shape neurovascular function in mice
Kuramoto meets Koopman – Constants of motion, symmetries and network motifs
Contributed presentation, SIAM Conference on Applications of Dynamical Systems (DS25)
Denver, USA, 2025
Rank-reducible dynamics on networks through Koopman eigenfunctions
Contributed presentation, SIAM Conference on Applications of Dynamical Systems (DS25)
Denver, USA, 2025
Perspectives on interdisciplinary modelisation
Contributed presentation, Sentinelle Nord Scientific Meeting
Québec, Canada, 2025
Algorithmic exploration of ecosystem stability
Contributed presentation, Sentinelle Nord Scientific Meeting
Québec, Canada, 2025
Géométrie hyperbolique des réseaux orientés
Contributed presentation, Sentinelle Nord Scientific Meeting
Québec, Canada, 2025
Deciphering large-scale dynamics in complex systems through Koopman operator theory
Contributed presentation, Sentinelle Nord Scientific Meeting
Québec, Canada, 2025
De la physique théorique aux réseaux neuronaux – migrations mathématiques à travers les disciplines
Invited presentation, Sentinelle Nord Scientific Meeting
Québec, Canada, 2025
Symmetry-driven embedding of networks in hyperbolic space
Extraction of structural properties based on graph theory during neurodevelopment of cultured neurons using machine learning and digital holographic microscopy
2024
Unravelling neuronal network organization and growth stages through graph fingerprints
Contributed presentation, International School and Conference on Network Science (NetSci2024)
Québec, Qc, 2024
Uniform Sampling of the Layered Configuration Model
Poster presentation, International School and Conference on Network Science (NetSci2024)
Québec, Qc, 2024
Revisiting the Kuramoto model on graph – integrals of motion, motifs, and symmetries
Contributed presentation, International School and Conference on Network Science (NetSci2024)
Québec, Qc, 2024
Structural and genetic constraints on zebrafish brain networks
Contributed presentation, International School and Conference on Network Science (NetSci2024)
Québec, Qc, 2024
Exploring recurrent neural network dynamics – A spectral approach based on Koopman operator theory
Poster presentation, International School and Conference on Network Science (NetSci2024)
Québec, Canada, 2024
Symmetries as a guide for network hyperbolic embedding
Poster presentation, International School and Conference on Network Science (NetSci2024)
Québec, Canada, 2024
2023
La géométrie au cœur des systèmes nordiques
On the reconstructability of complex networks
Contributed presentation, Sentinelle Nord Scientific Meeting
Québec, Canada, 2023
Optimal Mesoscopic Structure of General Binary-State Dynamics on Networks
Contributed presentation, International School & Conference on Network Science (NetSci2023)
Vienna, Austria, 2023
Inherent uncertainty of hyperbolic embeddings of complex networks
Contributed presentation, International School & Conference on Network Science (NetSci2023)
Vienna, Austria, 2023
An information theoretical approach to network reconstruction
Contributed presentation, International School & Conference on Network Science (NetSci2023)
Vienna, Austria, 2023
Inherent uncertainty of hyperbolic embeddings of complex networks
Extracting structural connectomes from living neurons in culture by combining digital holographic microscopy with deep-learning methods
The Low-Rank Hypothesis of Complex Systems – From Empirical and Theoretical Evidence to the Emergence of Higher-Order Interaction
Influence of neuromodulators on brain state transitions in larval zebrafish
2022
On the effectiveness of reconstructing biodiversity from indicator species along a climate gradient
Whole-brain neuronal dynamics underlying spontaneous behavior in larval zebrafish
The hidden low-dimensional dynamics of large neuronal networks
Contributed presentation, Frontiers in Neurophotonics Symposium 2022 (FINS2022)
Québec, Canada, 2022
Influence of neuromodulation on brain states and their transitions in larval zebrafish
Contributed presentation, Frontiers in Neurophotonics Symposium 2022 (FINS2022)
Québec, Canada, 2022
Dimension matters when modelling network communities in hyperbolic spaces
Contributed presentation, International School and Conference on Network Science (Netsci2022)
Shanghai, China, 2022
Random graph models with fixed centrality patterns and degree sequence
Contributed presentation, International School and Conference on Network Science (Netsci2022)
Shanghai, China, 2022
On the importance of correlation in graph reconstruction
Contributed presentation, International School and Conference on Network Science (Netsci2022)
Shanghai, China, 2022
The low-dimension hypothesis implies higher-order interactions in complex systems
Contributed presentation, Fifth Northeast Regional Conference on Complex Systems (NERCCS 2022)
Buffalo, USA, 2022
Nonlinear infection rate to compress mechanistic epidemic models
Contributed presentation, Fifth Northeast Regional Conference on Complex Systems (NERCCS 2022)
Buffalo, USA, 2022
2021
Whole-brain Ca2+ imaging in larval zebrafish
Firing rate distributions in plastic networks of spiking neurons
Contributed presentation, SIAM Conference on Applications of Dynamical Systems (DS21)
Portland, USA, 2021
Firing rate distributions in plastic networks of spiking neurons
Contributed presentation, Networks 2021: A Joint Sunbelt and NetSci Conference
Bloomington, USA, 2021
Universal nonlinear infection kernel from heterogeneous exposure on higher-order networks
Contributed presentation, Networks 2021: A Joint Sunbelt and NetSci Conference
Bloomington, USA, 2021
Dimension reduction of high-dimensional dynamics on networks with adaptation
Contributed presentation, Networks 2021: A Joint Sunbelt and NetSci Conference
Bloomington, USA, 2021
Dimension reduction on heterogeneous networks
Contributed presentation, Networks 2021: A Joint Sunbelt and NetSci Conference
Bloomington, USA, 2021
Realistic clustering patterns in directed geometric networks
Contributed presentation, Networks 2021: A Joint Sunbelt and NetSci Conference
Bloomington, USA, 2021
A stochastic approach to the study of large biological neural networks’ dynamics
Poster presentation, SIAM Conference on Applications of Dynamical Systems (DS21)
Portland, USA, 2021
Dimension reduction of high-dimensional dynamics on networks with adaptation
Contributed presentation, SIAM Conference on Applications of Dynamical Systems (DS21)
Portland, USA, 2021
Bursty exposure on higher-order networks leads to nonlinear infection kernels
Contributed presentation, SIAM Conference on Applications of Dynamical Systems (DS21)
Portland, USA, 2021
Dimension reduction on heterogeneous networks
Contributed presentation, Fourth Northeast Regional Conference on Complex Systems (NERCCS 2021)
Buffalo, USA, 2021
Dimension reduction of high-dimensional dynamics on networks with adaptation
Contributed presentation, Fourth Northeast Regional Conference on Complex Systems (NERCCS 2021)
Buffalo, USA, 2021
Bursty exposure on higher-order networks leads to nonlinear infection kernels
Contributed presentation, Fourth Northeast Regional Conference on Complex Systems (NERCCS 2021)
Buffalo, USA, 2021
2020
A threefold approach for reducing the dimension of dynamics on networks: An application to synchronization
Poster presentation, 15th International School and Conference on Network Science
Rome, Italy, 2020
Stochastic dimensional reduction on large biological neural networks
Poster presentation, 15th International School and Conference on Network Science
Rome, Italy, 2020
Inferring higher-order co-occurrence patterns and simplicial complexes from presence/absence data
Poster presentation, 15th International School and Conference on Network Science
Rome, Italy, 2020
Deep learning of stochastic contagion dynamics on complex networks
Contributed presentation, 15th International School and Conference on Network Science
Rome, Italy, 2020
Influence maximization in simplicial contagion
Contributed presentation, 15th International School and Conference on Network Science
Rome, Italy, 2020
Localization, bistability and optimal seeding of contagions on higher-order networks
2019
Network analysis of collective motion
Inferring higher-order co-occurrence patterns and simplicial complexes from presence/absence data
Poster presentation, Workshop on Higher-order Interaction Networks: Dynamics, Structure, Data
Oxford, United Kingdom, 2019
Detecting higher-order co-occurrence patterns within aquatic bacterial communities across changing Nunavik permafrost landscape
Contributed presentation, Sentinelle Nord Annual Meeting
Lévis, Canada, 2019
Mesoscopic localization of spreading processes on networks
Contributed presentation, 14th International School and Conference on Network Science
Burlington, USA, 2019
Predicting synchronization regimes with dimension reduction on modular graphs
Contributed presentation, 14th International School and Conference on Network Science
Burlington, USA, 2019
Learning dynamical processes on complex networks from time series
Contributed presentation, 14th International School and Conference on Network Science
Burlington, USA, 2019
2018
Predicting synchronization regimes with reduced dimensional dynamics on modular graphs
Network archeology: phase transition in the recoverability of network history
Contributed presentation, Sentinelle Nord Annual Meeting
Québec, Canada, 2018
Predicting breakdowns of dynamical complex networks
Contributed presentation, Sentinelle Nord Annual Meeting
Québec, Canada, 2018
The impact of community structure on network dynamics: The case of synchronization
Complex network analysis of birds co-occurrence patterns in boreal forest
Contributed presentation, Sentinelle Nord Annual Meeting”
Québec, Canada, 2018
A new dimension-reduction method for complex dynamical networks
Network archeology: phase transition in the recoverability of network history
Contributed presentation, 13th International School and Conference on Network Science
Paris, France, 2018
Synchronization dynamics on the stochastic block model
Poster presentation, 13th International School and Conference on Network Science
Paris, France, 2018
2017
Geometric evolution of complex networks
Functional resilience in neural networks
Femtosecond Self-Reconfiguration of Periodic Plasma Patterns in Dielectrics
Poster presentation, International Conference on Laser Ablation (COLA2017)
Marseille, France, 2017
Persitent activity of neural dynamics on hierarchical networks
Poster presentation, 12th International School and Conference on Network Science (NetSci2017)
Indianapolis, USA, 2017
Functional resilience in dynamical complex networks with adaptive connectivity
Poster presentation, 12th International School and Conference on Network Science (NetSci2017)
Indianapolis, USA, 2017
Time-dependent connection threshold in growing random geometric graphs
Contributed presentation, 12th International School and Conference on Network Science (NetSci2017)
Indianapolis, USA, 2017
Susceptible-infected-susceptible dynamics on the rewired configuration model
Contributed presentation, 12th International School and Conference on Network Science (NetSci2017)
Indianapolis, USA, 2017
Statistical mechanics of mesoscopic structure extraction
Contributed presentation, 12th International School and Conference on Network Science (NetSci2017)
Indianapolis, USA, 2017
Femtosecond Self-Reconfiguration of Laser-Induced Plasma Patterns in Dielectrics
Contributed presentation, 19th Photonics North Conference
Ottawa, Canada, 2017
2016
Ensemble symmetries and the detectability limit of finite size stochastic block models
Contributed presentation, 11th International School and Conference on Network Science (NetSci2016)
Seoul, South Korea, 2016
Time-dependent Spatial Growth of Complex Networks
Contributed presentation, 11th International School and Conference on Network Science (NetSci2016)
Seoul, South Korea, 2016
Co-evolution of Growth and Dynamics on Network
Contributed presentation, 11th International School and Conference on Network Science (NetSci2016)
Seoul, South Korea, 2016
Toward The Dynamical Modelization Of Self-organized Plasma Formation In Solids
Contributed presentation, 18th Photonics North Conference
Québec, Canada, 2016
2015
Growth of laser-induced periodic surface structures under competing ablation and photo-expansion mechanisms
Exact analytical solution of binary dynamics on networks
Poster presentation, 10th International School and Conference on Network Science
Zaragoza, Spain, 2015
Structural preferential attachment: scale-free benchmark graphs for overlapping community detection algorithms
Poster presentation, 10th International School and Conference on Network Science
Zaragoza, Spain, 2015
Growth of laser-induced periodic surface structures under competing ablation and photo-expansion mechanisms
Contributed presentation, 11th International Conference on Excitonic and Photonic Processes in Condensed Matter and Nano Materials
Montréal, Canada, 2015
2014
Adding SALT to Coupled Microcavities: the making of active photonic molecule lasers
Contributed presentation, 16th International Conference on Transparent Optical Networks
Graz, Austria, 2014
Structural preferential attachment of community structure and its relation to Dunbar’s number
Contributed presentation, 9th International School and Conference on Network Science
Berkeley, USA, 2014
Complex networks are an emerging property of hierarchical preferential attachment
Poster presentation, 9th International School and Conference on Network Science
Berkeley, USA, 2014
2013
Coherent beam shaping using two-dimensional photonic crystals
Contributed presentation, 15th International Conference on Transparent Optical Networks
Cartagena, Spain, 2013
S and Q Matrices Reloaded: applications to open, inhomogeneous, and complex cavities
Contributed presentation, 15th International Conference on Transparent Optical Networks
Cartagena, Spain, 2013
Hard-core random networks as an effective model of bond percolation on real networks
Contributed presentation, 8th International School and Conference on Network Science
Copenhagen, Denmark, 2013
Bond and site percolation on clustered and correlated random graphs
Poster presentation, 8th International School and Conference on Network Science
Copenhagen, Denmark, 2013
Local and global solutions to community detection: when resolution matters
Poster presentation, 8th International School and Conference on Network Science
Copenhagen, Denmark, 2013
Optimization in optical systems revisited: Beyond genetic algorithms
2012
Unveiling Hidden Communities Through Cascading Detection on Network Structures
Contributed presentation, 2nd International Conference on Complex Sciences
Santa Fe, USA, 2012
On the constrained growth of complex critical systems
Contributed presentation, 2nd International Conference on Complex Sciences
Santa Fe, USA, 2012
Exact solution of percolation on small arbitrary graphs
Contributed presentation, 7th International School and Conference on Network Science
Evanston, USA, 2012
Using network organization to hinder propagation in structured populations
Poster presentation, 7th International School and Conference on Network Science
Evanston, USA, 2012
2011
Stochastic Network Models: Analytical Tools for STI Studies
Poster presentation, 19th Biennial Conference of the International Society for Sexually Transmitted Diseases Research
Québec, Canada, 2011
Structural preferential attachment: network organisation beyond the link
Contributed presentation, 6th International School and Conference on Network Science
Budapest, Hungary, 2011
Modelling the dynamical interaction between epidemics on overlay networks
Contributed presentation, 6th International School and Conference on Network Science
Budapest, Hungary, 2011
A study of network representations for Markov dynamics modelling
Poster presentation, 6th International School and Conference on Network Science
Budapest, Hungary, 2011
Scattering Description of the Resonant Modes of Open 2D Dielectric Cavities
Contributed presentation, 2nd International Workshop on Microcavities and their Applications
Pusan, South Korea, 2011
Numerical Design and Optimization Strategies for Annular Silica Microcavities
Poster presentation, 2nd International Workshop on Microcavities and their Applications
Pusan, South Korea, 2011
2010
Phase Space Engineering in Optical Microcavities I: Preserving near-field uniformity while inducing far-field directionality
Contributed presentation, 12th International Conference on Transparent Optical Networks
Munich, Germany, 2010
Phase Space Engineering in Optical Microcavities II. Controlling the far-field
Poster presentation, 12th International Conference on Transparent Optical Networks
Munich, Germany, 2010
Adaptive networks: Coevolution of disease and topology
Poster presentation, 5th International School and Conference on Network Science
Boston, USA, 2010
Propagation dynamics on networks featuring complex topologies
Poster presentation, 5th International School and Conference on Network Science
Boston, USA, 2010
Exact(?) SIR dynamics on networks of finite size
Poster presentation, 5th International School and Conference on Network Science
Boston, USA, 2010
Multitype modular networks as a model of clustered social networks
Poster presentation, 5th International School and Conference on Network Science
Boston, USA, 2010
2009
Phase Space as an Optical Engineering Tool in Open Microcavity Designs
Poster presentation, 10th SIAM Conference on Applications of Dynamical Systems
Snowbird, USA, 2009
Time Evolution of Epidemics on Complex Networks
Poster presentation, 10th SIAM Conference on Applications of Dynamical Systems
Snowbird, USA, 2009
Controlling transport properties in dielectric billiards
Poster presentation, 10th SIAM Conference on Applications of Dynamical Systems
Snowbird, USA, 2009
2008
Heterogeneous Bond Percolation on Complex Networks: Application to Epidemiology
Poster presentation, 63rd Canadian Association of Physicists Annual Congress
Québec, Canada, 2008
Highly Directional Emission from Inhomogeneous Dielectric Microcavities
Poster presentation, 63rd Canadian Association of Physicists Annual Congress
Québec, Canada, 2008
Transport Mechanisms in Dielectric Optical Microcavities
Poster presentation, 63rd Canadian Association of Physicists Annual Congress
Québec, Canada, 2008
Time Evolution of Epidemic Dynamics on Finite and Infinite Networks
Poster presentation, 63rd Canadian Association of Physicists Annual Congress
Québec, Canada, 2008
2007
Classical chaos in a novel inhomogeneous photonic billiard
Poster presentation, 9th SIAM Conference on Applications of Dynamical Systems
Snowbird, USA, 2007
Wave chaos in a new class of optical microcavity
Poster presentation, 9th SIAM Conference on Applications of Dynamical Systems
Snowbird, USA, 2007
Theses
2026
2025
Perspective spectrale sur la dynamique des systèmes complexes par la théorie de Koopman
2023
2022
Processus de contagion sur réseaux complexes au-delà des interactions dyadiques
Effets de la dimension des réseaux hyperboliques sur la modélisation de la structure communautaire
Inférence de la structure d’interactions de données bruitées
Network-based approaches for case-control studies diagnostic/investigations
2020
Formation et auto-organisation de plasma induit par impulsions laser intenses dans un milieu diélectrique
Inférence d’interactions d’ordre supérieur et de complexes simpliciaux à partir de données de présence/absence
2018
Inférence et réseaux complexes
2017
2016
2015
2014
Generalized Lorenz-Mie theory: application to scattering and resonances of photonic complexes
On the growth and structure of social systems following preferential attachment
Cavités diélectriques: formalisme de diffusion et applications
On the modelization of optical devices: from dielectric cavities to radiating structures
2012
2011
Modélisation ondulatoire de structures optiques résonantes: application aux microcavités diélectriques bidimensionnelles
La structure communautaire comme paradigme d’organisation des réseaux complexes