Publicaciones en colaboración con investigadores/as de Universitat Politècnica de Catalunya (92)

2024

  1. A Study on the Robustness and Stability of Explainable Deep Learning in an Imbalanced Setting: The Exploration of the Conformational Space of G Protein-Coupled Receptors

    International Journal of Molecular Sciences, Vol. 25, Núm. 12

  2. Author Correction: GPCR molecular dynamics forecasting using recurrent neural networks (Scientific Reports, (2023), 13, 1, (20995), 10.1038/s41598-023-48346-4)

    Scientific Reports

  3. Exploring Data Distributions in Machine Learning Models with SOMs

    Lecture Notes in Networks and Systems

  4. On Darboux theorems for geometric structures induced by closed forms

    Revista de la Real Academia de Ciencias Exactas, Fisicas y Naturales - Serie A: Matematicas, Vol. 118, Núm. 3

  5. Optimal dispersal and diffusion-enhanced robustness in two-patch metapopulations: origin’s saddle-source nature matters

    Theory in Biosciences, Vol. 143, Núm. 1, pp. 79-95

  6. Understanding predictions of drug profiles using explainable machine learning models

    BioData Mining, Vol. 17, Núm. 1

2023

  1. Advances in Numerical Modeling of Coupled CFD Problems

    Journal of Marine Science and Engineering

  2. GPCR molecular dynamics forecasting using recurrent neural networks

    Scientific Reports, Vol. 13, Núm. 1

  3. Lagrangian-Hamiltonian formalism for cocontact systems

    Journal of Geometric Mechanics, Vol. 15, Núm. 1, pp. 1-26

  4. Layer-Wise Relevance Analysis for Motif Recognition in the Activation Pathway of the β2-Adrenergic GPCR Receptor

    International Journal of Molecular Sciences, Vol. 24, Núm. 2

  5. Methodology for a comparative quantitative analysis of film colour: a comparison between Cannes and box-office results

    Visual Studies

  6. Multicontact formulation for non-conservative field theories

    Journal of Physics A: Mathematical and Theoretical, Vol. 56, Núm. 2

  7. Multisymplectic formalism for cubic horndeski theories

    Physica Scripta, Vol. 98, Núm. 8

  8. Recognition of Conformational States of a G Protein-Coupled Receptor from Molecular Dynamic Simulations Using Sampling Techniques

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  9. Spectral classification of the 100 pc white dwarf population from Gaia-DR3 and the virtual observatory

    Monthly Notices of the Royal Astronomical Society, Vol. 518, Núm. 4, pp. 5106-5122

  10. The diverse meteorology of Jezero crater over the first 250 sols of Perseverance on Mars

    Nature Geoscience, Vol. 16, Núm. 1, pp. 19-28

  11. Time-dependent contact mechanics

    Monatshefte fur Mathematik, Vol. 201, Núm. 4, pp. 1149-1183

  12. Toppling susceptibility of a single rock block resting on a regularly rough base

    Engineering Geology, Vol. 313

  13. White dwarf spectral type-temperature distribution from Gaia DR3 and the Virtual Observatory

    Astronomy and Astrophysics, Vol. 677

2022

  1. A Deep Learning-Based Method for Uncovering GPCR Ligand-Induced Conformational States Using Interpretability Techniques

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)