Roger Guimerà

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Limits of spectral learning under noise

  arXiv (Cornell University) · 2026-06-11

• Limits of spectral learning under noisePreprint

  arXiv (Cornell University) · 2026-06-11

• Evolution of research portfolios of universities and heterogeneity in the returns to research specialization

  EPJ Data Science · 2026-05-20

• A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules

  Nature Machine Intelligence · 2026-05-04 · 1 citations

• Bayesian symbolic regression: automated equation discovery from a physicist’s perspective

  Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2026-04-09

• Causal discovery from equation discovery

  2026-03-14

• Discovering New Working Fluids: An Integrated Computational Framework

  2026-03-02

• ChemEmbed: a deep learning framework for metabolite identification using enhanced MS/MS data and multidimensional molecular embeddings

  Briefings in Bioinformatics · 2026-01-01 · 4 citations

• SingleFrag: a deep learning tool for MS/MS fragment and spectral prediction and metabolite annotation

  Briefings in Bioinformatics · 2025-07-01 · 8 citations

• Probabilistic alignment of multiple networks

  Nature Communications · 2025-04-27 · 1 citations

• Interplay between children’s cognitive profiles and within-school social interactions is nuanced and differs across ages

  Communications Psychology · 2025-03-20 · 1 citations

• ChemEmbed: A deep learning framework for metabolite identification using enhanced MS/MS data and multidimensional molecular embeddingsPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2025-02-08 · 5 citations

• Human mobility is well described by closed-form gravity-like models learned automatically from data

  Nature Communications · 2025-02-04 · 25 citations

• Machine learning mathematical models for incidence estimation during pandemics

  PLoS Computational Biology · 2024-12-23 · 2 citations

• SingleFrag: A deep learning tool for MS/MS fragment and spectral prediction and metabolite annotationPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2024-11-06 · 2 citations

• Language and the use of law are predictive of judge gender and seniority

  EPJ Data Science · 2024-09-02 · 1 citations

• Harmonization of experimental procedures to assess mitochondrial respiration in human permeabilized skeletal muscle fibers

  Free Radical Biology and Medicine · 2024-08-02 · 6 citations

• Gender and the influence of research environment in topic selection of early-career faculty in STEMPreprint

  arXiv (Cornell University) · 2024-07-28