Namur Institute for Complex Systems

  • 5000

    Belgium

Research Output 1977 2019

2019
1 Downloads (Pure)

A concise second-order evaluation complexity for unconstrained nonlinear optimization using high-order regularized models

Cartis, C., Gould, N. I. M. & Toint, P., 1 Oct 2019, (Accepted/In press) In : Optimization Methods and Software. to appear

Research output: Contribution to journalArticle

Function evaluation
Unconstrained Optimization
Adaptive algorithms
Nonlinear Optimization
Tensors
7 Downloads (Pure)
Open Access
File
genetic algorithms
engineering
optimization
mutations
escape
File
Rain
Weather forecasting
Costs

A note on using performance and data profiles for training algorithms

Porcelli, M. & Toint, P. L., 1 Jan 2019, In : ACM Transactions on Mathematical Software. 45, 2, a20.

Research output: Contribution to journalArticle

File
Training Algorithm
Derivatives
Derivative-free
Integer
Benchmarking
Evolutionary algorithms
Decomposition
Costs
1 Downloads (Pure)
Open Access
File
wire
news
completeness
linear systems
electronics
10 Downloads (Pure)

Bernstein Concentration Inequalities for Tensors via Einstein Products

Luo, Z., Qi, L. & Toint, P., 11 Feb 2019, Arxiv, 12 p.

Research output: Working paper

File
Bernstein Inequality
Concentration Inequalities
Albert Einstein
Tensors
Tensor
Neurosciences
Causality
Mental Health
Research Personnel

Classes of random walks on temporal networks with competing timescales

Petit, J., Lambiotte, R. & Carletti, T., 23 Sep 2019, In : Applied Network Science. 4, 72, p. 1-20 20 p.

Research output: Contribution to journalArticle

Open Access
File
Random walk
Time Scales
Stationary States
Mathematical Analysis
Coexistence

Coupling between the spin precession and polar motion of a synchronously rotation satellite: application to Titan

Baland, R-M., Coyette, A. & Van Hoolst, T., Feb 2019, In : Celest. Mech. & Dyn. Astr.. 131, 11

Research output: Contribution to journalArticle

Open Access
Serine
Enzymes
Phosphoserine
Molecular Dynamics Simulation
Glycine

Developing and deploying a taxi price comparison mobile app in the wild: Insights and challenges

Noulas, A., Salnikov, V., Hristova, D., Mascolo, C. & Lambiotte, R., 31 Jan 2019, Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018. Eliassi-Rad, T., Wang, W., Cattuto, C., Provost, F., Ghani, R. & Bonchi, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 424-430 7 p. 8631455. (Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018).

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Application programs
Driver
Pricing
Mobile Applications
Costs

Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer

Gulina, M. & Mauroy, A., 19 Mar 2019, 38th Benelux Meeting on Systems and Control: Book of Abstracts. p. 42 211 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Glossaries
Nonlinear systems
Decomposition

Dynamical exploration of the repertoire of brain networks at rest is modulated by psilocybin

Lord, L. D., Expert, P., Atasoy, S., Roseman, L., Rapuano, K., Lambiotte, R., Nutt, D. J., Deco, G., Carhart-Harris, R. L., Kringelbach, M. L. & Cabral, J., 1 Oct 2019, In : NeuroImage. 199, p. 127-142 16 p.

Research output: Contribution to journalArticle

Psilocybin
Brain
Mental Processes
Hallucinogens
Functional Neuroimaging

Evaluation complexity bounds for smooth constrained nonlinear optimization using scaled KKT conditions and high-order models

Cartis, C., Gould, N. I. M. & Toint, P., Jun 2019, Springer Optimization and Its Applications: Algorithms, Complexity and Applications. Demetriou, I. & Pardalos, P. (eds.). Springer Heidelberg, p. 5-26 22 p. (Springer Optimization and Its Applications; vol. 145).

Research output: Contribution in Book/Catalog/Report/Conference proceedingChapter

KKT Conditions
Constrained Optimization
Nonlinear Optimization
Higher Order
Derivatives

Exploiting variable precision in GMRES

Gratton, S., Simon, E., Titley-Peloquin, D. & Toint, P., Jul 2019, 19 p.

Research output: Working paper

File
GMRES
Digital arithmetic
Arnoldi
Iterative Solver
Floating-point Arithmetic

Food web uncertainties influence predictions of climate change effects on soil carbon sequestration in heathlands

Reyns, W., Rineau, F., Spaak, J., Franken, O., Berg, M., Van der Plas, F., Bardgett, R., Beenaerts, N. & De Laender, F., 2019, (Accepted/In press) In : Microbial Ecology.

Research output: Contribution to journalArticle

heathland
heathlands
soil carbon
carbon sequestration
food webs

From networks to optimal higher-order models of complex systems

Lambiotte, R., Rosvall, M. & Scholtes, I., 1 Apr 2019, In : Nature Physics. 15, 4, p. 313-320 8 p.

Research output: Contribution to journalReview article

complex systems
interactions

Global stability analysis

Mauroy, A., Sootla, A. & Mezić, I., 2019, (Accepted/In press) The Koopman Operator in Systems and Control: Theory, Numerics, and Applications. Springer

Research output: Contribution in Book/Catalog/Report/Conference proceedingChapter (peer-reviewed)

8 Downloads (Pure)
File
Constrained optimization
Constrained Optimization
Sparsity
Higher Order
Evaluation

Horizontal and vertical diversity jointly shape food web stability against small and large perturbations

Zhao, Q., Van den Brink, P. J., Carpentier, C., Wang, Y. X. G., Rodríguez-Sánchez, P., Xu, C., Vollbrecht, S., Gillissen, F., Vollebregt, M., Wang, S. & De Laender, F., Jan 2019, In : Ecology Letters.

Research output: Contribution to journalLetter

Open Access
food webs
food web
perturbation
trophic level
biodiversity
18 Downloads (Pure)

Identification of the invasive form of Corbicula clams in Ireland

Sheehan, R., Etoundi, E., Minchin, D., Van Doninck, K. & Lucy, F., 1 Aug 2019, In : Water (Switzerland). 11, 8, 1652.

Research output: Contribution to journalArticle

Open Access
File
Corbicula
Bivalvia
clams
Ireland
Microsatellite Repeats

Improving the predictive power and interdisciplinarity of climate change experiments

Rineau, F., Malina, R., Beenaerts, N., Arnauts, N., Bardgett, R. D., Berg, M. P., Boerema, A., Bruckers, L., Clerinx, J., Davin, E. L., De Boeck, H. J., De Dobbelaer, T., Dondini, M., De Laender, F., Ellers, J., Franken, O., Gilbert, L., Gudmundsson, L., Janssens, I. A., Johnson, D. & 25 others, Lizin, S., Longdoz, B., Meire, P., Meremans, D., Milbau, A., Moretti, M., Nijs, I., Nobel, A., Pop, S., Puetz, T., Reyns, W., Roy, J., Schuetz, J., Seneviratne, S. I., Smith, P., Solmi, F., Staes, J., Thiery, W., Thijs, S., Vanderkelen, I., Van Landuyt, W., Verbruggen, E., Witters, N., Zscheischler, J. & Vangronsveld, J., 25 Sep 2019, In : Nature Climate Change.

Research output: Contribution to journalArticle

climate change
environmental constraint
experimental design
experiment
ecosystem
3 Downloads (Pure)

Influence of fake news in Twitter during the 2016 US presidential election

Bovet, A. & Makse, H. A., 2 Jan 2019, In : Nature Communications. 10, 1, p. 7 7 p., 7.

Research output: Contribution to journalArticle

Open Access
File
Spreaders
news
Information Services
Causality
outlets
molecular dynamics
narcotics
Opioid Receptors
Molecular Dynamics Simulation
Molecular dynamics

Introduction to the Koopman operator in systems and control theory

Mauroy, A., Susuki, Y. & Mezić, I., 2019, (Accepted/In press) The Koopman Operator in Systems and Control: Theory, Numerics, and Applications. Springer

Research output: Contribution in Book/Catalog/Report/Conference proceedingChapter (peer-reviewed)

Investigation of Cyclic Ligand Inhibiting CD2-CD58 Interactions Using Molecular Dynamics and Molecular Docking Approaches - COMP579

Vercauteren, D., Leherte, L., Laurent, A. & Jacquemin, D., Apr 2019, Abstracts of the 2557th Annual Meeting and Exposition of the American Chemical Society.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Open Access
File
3 Downloads (Pure)

Light scattering spectroscopy combined with Principal Component Analysis for animal species identification in historical parchments

Fernandez Alvarez, A. M., Mayer, A. & Deparis, O., 2019, Proceedings of OSA Advanced Photonics Congress. OSA - The Optical Society, 2 p. NoT2B.4

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Open Access
File
light scattering
spectroscopy
principal component analysis
animals
methodology
2 Downloads (Pure)
File
Derivatives
Evaluation
Adaptive algorithms
Nonconvex Minimization
Inexact Methods

Modeling the Sensitivity of Aquatic Macroinvertebrates to Chemicals Using Traits

Van Den Berg, S. J. P., Baveco, H., Butler, E., De Laender, F., Focks, A., Franco, A., Rendal, C. & Van Den Brink, P. J., 21 May 2019, In : Environmental Science and Technology. 53, 10, p. 6025-6034 10 p.

Research output: Contribution to journalArticle

Open Access
macroinvertebrate
modeling
ecotoxicology
Life cycle
Animals

Multiscale dynamical embeddings of complex networks

Schaub, M. T., Delvenne, J. C., Lambiotte, R. & Barahona, M., 20 Jun 2019, In : Physical Review E. 99, 6, 18 p., 062308.

Research output: Contribution to journalArticle

Complex Networks
embedding
Control Theory
control theory
Vertex of a graph

Numerical testing by a transfer-matrix technique of Simmons' equation for the local current density in metal-vacuum-metal junctions

Mayer, A., Mousa, M., Hagmann, M. & Forbes, R., 2019, In : Jordan Journal of Physics. 12, 1, p. 63-77 10 p.

Research output: Contribution to journalArticle

Open Access
File
potential energy
current density
vacuum
metals
approximation
Open Access
universe
big bang cosmology
gold
Jordan
axioms

Optimality of orders one to three and beyond: Characterization and evaluation complexity in constrained nonconvex optimization

Cartis, C., Gould, N. I. M. & Toint, P., 10 Aug 2019, In : Journal of Complexity. 53, p. 68-94 32 p.

Research output: Contribution to journalArticle

Open Access
File
Nonconvex Optimization
Constrained optimization
Constrained Optimization
Optimality
Criticality

Parameter estimation and identification of nonlinear systems

Mauroy, A. & Goncalves, J., 2019, (Accepted/In press) The Koopman Operator in Systems and Control: Theory, Numerics, and Applications. Springer

Research output: Contribution in Book/Catalog/Report/Conference proceedingChapter (peer-reviewed)

2 Downloads (Pure)

Partially separable convexly-constrained optimization with non-Lipschitzian singularities and its complexity

Chen, X., Toint, P. & Wang, H., 15 Apr 2019, In : SIAM Journal on Optimization. 29, 1, p. 874-903 30 p.

Research output: Contribution to journalArticle

Open Access
File
Constrained optimization
Constrained Optimization
Singularity
Objective function
Regularization

Patterns of non-normality in networked systems

Muolo, R., Asllani, M., Fanelli, D., Maini, P. & Carletti, T., 7 Nov 2019, In : Journal of Theoretical Biology. 480, p. 81-91 11 p.

Research output: Contribution to journalArticle

Open Access
File
Non-normality
diffusivity
Turing Instability
Directed Network
Pattern Formation

Periodic DFT Study of the Effects of Co‐Crystallization on a N‐Salicylideneaniline Molecular Switch

Quertinmont, J., Leyssens, T., Wouters, J. & Champagne, B., 2 Oct 2019, ChemPhysChem, 20, 19.

Research output: Contribution to specialist publicationFeatured article

Discrete Fourier transforms
Hydrogen bonds
Switches
Halogens
Wave functions

Possible 3D configurations of RV-detected extrasolar systems

Libert, A-S., Volpi, M. & Roisin, A., 2019, Abstracts of Extreme Solar Systems 4 (Reykjavik, Iceland). Bulletin of the American Astronomical Society

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Open Access

Preface

Aiello, L. M., Cherifi, C., Cherifi, H., Lambiotte, R., Lió, P. & Rocha, L. M., 1 Jan 2019, In : Studies in Computational Intelligence. 812, p. vii-ix

Research output: Contribution to journalEditorial

Racing thoughts revisited: A key dimension of activation in bipolar disorder

Weiner, L., Ossola, P., Causin, J. B., Desseilles, M., Keizer, I., Metzger, J. Y., Krafes, E. G., Monteil, C., Morali, A., Garcia, S., Marchesi, C., Giersch, A., Bertschy, G. & Weibel, S., 1 Aug 2019, In : Journal of affective disorders. 255, p. 69-76 8 p.

Research output: Contribution to journalArticle

Bipolar Disorder
Depression
Anxiety
Aptitude
Surveys and Questionnaires

RankMerging: a supervised learning-to-rank framework to predict links in large social networks

Tabourier, L., Bernardes, D. F., Libert, A. S. & Lambiotte, R., 14 Oct 2019, In : Machine Learning. 108, 10, p. 1729-1756 28 p.

Research output: Contribution to journalArticle

Supervised learning
Robustness (control systems)
Parameter estimation
Feature extraction
Computational complexity
9 Downloads (Pure)

Reactive explorers to unravel network topology

Adam, I., Fanelli, D., Carletti, T. & Innocenti, G., 8 May 2019, In : European Physical Journal B. 92, 99

Research output: Contribution to journalArticle

Open Access
File
Relocation
Network Topology
topology
Topology
Modulation
16 Downloads (Pure)

Resilience for stochastic systems interacting via a quasi-degenerate network

Nicoletti, S., Fanelli, D., Zagli, N., Asllani, M., Battistelli, G., Carletti, T., Chisci, L., Innocenti, G. & Livi, R., 1 Aug 2019, In : Chaos: an interdisciplinary journal of nonlinear science. 29, 8, 11 p., 083123.

Research output: Contribution to journalArticle

Open Access
File
resilience
Stochastic systems
Resilience
Stochastic Systems
Amplification
Open Access
Random walk
Random processes
Dynamic Contact
Waiting Time Distribution
Random process

Simplicial complexes and complex systems

Salnikov, V., Cassese, D. & Lambiotte, R., 1 Jan 2019, In : European Journal of Physics. 40, 1, 014001.

Research output: Contribution to journalArticle

complex systems
cavities
interactions