Roger Guimerà

Affiliations

ICREA, Barcelona 08010, Catalonia, Spain.
Department of Chemical Engineering, Universitat Rovira i Virgili, Tarragona 43007, Catalonia, Spain.

ORCID: 0000-0002-3597-4310

Publications (10)

A Bayesian machine scientist to aid in the solution of challenging scientific problems.

Science advances

Avec: Roger Guimerà , Ignasi Reichardt , Antoni Aguilar-Mogas , Francesco A Massucci , Manuel Miranda , Jordi Pallarès , Marta Sales-Pardo

Tensorial and bipartite block models for link prediction in layered networks and temporal networks.

Physical review. E

Avec: Marc Tarrés-Deulofeu , Antonia Godoy-Lorite , Roger Guimerà , Marta Sales-Pardo

Gene regulatory network inference in long-lived

iScience

Avec: Manusnan Suriyalaksh , Celia Raimondi , Abraham Mains , Anne Segonds-Pichon , Shahzabe Mukhtar , Sharlene Murdoch , Rebeca Aldunate , Felix Krueger , Roger Guimerà , Simon Andrews , Marta Sales-Pardo , Olivia Casanueva

CliqueMS: a computational tool for annotating in-source metabolite ions from LC-MS untargeted metabolomics data based on a coelution similarity network.

Bioinformatics (Oxford, England)

Avec: Oriol Senan , Antoni Aguilar-Mogas , Miriam Navarro , Jordi Capellades , Luke Noon , Deborah Burks , Oscar Yanes , Roger Guimerà , Marta Sales-Pardo

Bayesian Machine Scientist to Compare Data Collapses for the Nikuradse Dataset.

Physical review letters

Avec: Ignasi Reichardt , Jordi Pallarès , Marta Sales-Pardo , Roger Guimerà

Stochastic block models reveal a robust nested pattern in healthy human gut microbiomes.

PNAS nexus

Avec: Sergio Cobo-López , Vinod K Gupta , Jaeyun Sung , Roger Guimerà , Marta Sales-Pardo

Hyperedge prediction and the statistical mechanisms of higher-order and lower-order interactions in complex networks.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Marta Sales-Pardo , Aleix Mariné-Tena , Roger Guimerà

Bayesian Symbolic Learning to Build Analytical Correlations from Rigorous Process Simulations: Application to CO

ACS omega

Avec: Valentina Negri , Daniel Vázquez , Marta Sales-Pardo , Roger Guimerà , Gonzalo Guillén-Gosálbez

Remission of obesity and insulin resistance is not sufficient to restore mitochondrial homeostasis in visceral adipose tissue.

Redox biology

Avec: Alba Gonzalez-Franquesa , Pau Gama-Perez , Marta Kulis , Karolina Szczepanowska , Norma Dahdah , Sonia Moreno-Gomez , Ana Latorre-Pellicer , Rebeca Fernández-Ruiz , Antoni Aguilar-Mogas , Anne Hoffman , Erika Monelli , Sara Samino , Joan Miró-Blanch , Gregor Oemer , Xavier Duran , Estrella Sanchez-Rebordelo , Marc Schneeberger , Merce Obach , Joel Montane , Giancarlo Castellano , Vicente Chapaprieta , Wenfei Sun , Lourdes Navarro , Ignacio Prieto , Carlos Castaño , Anna Novials , Ramon Gomis , Maria Monsalve , Marc Claret , Mariona Graupera , Guadalupe Soria , Christian Wolfrum , Joan Vendrell , Sonia Fernández-Veledo , Jose Antonio Enríquez , Angel Carracedo , José Carlos Perales , Rubén Nogueiras , Laura Herrero , Aleksandra Trifunovic , Markus A Keller , Oscar Yanes , Marta Sales-Pardo , Roger Guimerà , Matthias Blüher , José Ignacio Martín-Subero , Pablo M Garcia-Roves

Fundamental limits to learning closed-form mathematical models from data.

Nature communications

Avec: Oscar Fajardo-Fontiveros , Ignasi Reichardt , Harry R De Los Ríos , Jordi Duch , Marta Sales-Pardo , Roger Guimerà

Réseau de co-auteurs

Marta Sales-Pardo 10 collaborations

Ignasi Reichardt 3 collaborations

Antoni Aguilar-Mogas 3 collaborations

Jordi Pallarès 2 collaborations

Oscar Yanes 2 collaborations

Francesco A Massucci 1 collaboration

Manuel Miranda 1 collaboration

Marc Tarrés-Deulofeu 1 collaboration

Antonia Godoy-Lorite 1 collaboration

Manusnan Suriyalaksh 1 collaboration

Celia Raimondi 1 collaboration

Abraham Mains 1 collaboration

Anne Segonds-Pichon 1 collaboration

Shahzabe Mukhtar 1 collaboration

Sharlene Murdoch 1 collaboration

Rebeca Aldunate 1 collaboration

Felix Krueger 1 collaboration

Simon Andrews 1 collaboration

Olivia Casanueva 1 collaboration

Oriol Senan 1 collaboration

Miriam Navarro 1 collaboration

Jordi Capellades 1 collaboration

Luke Noon 1 collaboration

Deborah Burks 1 collaboration

Sergio Cobo-López 1 collaboration

Vinod K Gupta 1 collaboration

Jaeyun Sung 1 collaboration

Aleix Mariné-Tena 1 collaboration

Valentina Negri 1 collaboration

Daniel Vázquez 1 collaboration

Gonzalo Guillén-Gosálbez 1 collaboration

Alba Gonzalez-Franquesa 1 collaboration

Pau Gama-Perez 1 collaboration

Marta Kulis 1 collaboration

Karolina Szczepanowska 1 collaboration

Norma Dahdah 1 collaboration

Sonia Moreno-Gomez 1 collaboration

Ana Latorre-Pellicer 1 collaboration

Rebeca Fernández-Ruiz 1 collaboration

Anne Hoffman 1 collaboration

Erika Monelli 1 collaboration

Sara Samino 1 collaboration

Joan Miró-Blanch 1 collaboration

Gregor Oemer 1 collaboration

Xavier Duran 1 collaboration

Estrella Sanchez-Rebordelo 1 collaboration

Marc Schneeberger 1 collaboration

Merce Obach 1 collaboration

Joel Montane 1 collaboration

Giancarlo Castellano 1 collaboration

Vicente Chapaprieta 1 collaboration

Wenfei Sun 1 collaboration

Lourdes Navarro 1 collaboration

Ignacio Prieto 1 collaboration

Carlos Castaño 1 collaboration

Anna Novials 1 collaboration

Ramon Gomis 1 collaboration

Maria Monsalve 1 collaboration

Marc Claret 1 collaboration

Mariona Graupera 1 collaboration

Guadalupe Soria 1 collaboration

Christian Wolfrum 1 collaboration

Joan Vendrell 1 collaboration

Sonia Fernández-Veledo 1 collaboration

Jose Antonio Enríquez 1 collaboration

Angel Carracedo 1 collaboration

José Carlos Perales 1 collaboration

Rubén Nogueiras 1 collaboration

Laura Herrero 1 collaboration

Aleksandra Trifunovic 1 collaboration

Markus A Keller 1 collaboration

Matthias Blüher 1 collaboration

José Ignacio Martín-Subero 1 collaboration

Pablo M Garcia-Roves 1 collaboration

Oscar Fajardo-Fontiveros 1 collaboration

Harry R De Los Ríos 1 collaboration

Jordi Duch 1 collaboration