Escuela Superior de Ingeniería y Tecnología
Facultad
Universitat Politècnica de Catalunya
Barcelona, EspañaPublikationen in Zusammenarbeit mit Forschern von Universitat Politècnica de Catalunya (92)
2024
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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
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Author Correction: GPCR molecular dynamics forecasting using recurrent neural networks (Scientific Reports, (2023), 13, 1, (20995), 10.1038/s41598-023-48346-4)
Scientific Reports
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Exploring Data Distributions in Machine Learning Models with SOMs
Lecture Notes in Networks and Systems
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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
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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
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Understanding predictions of drug profiles using explainable machine learning models
BioData Mining, Vol. 17, Núm. 1
2023
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Advances in Numerical Modeling of Coupled CFD Problems
Journal of Marine Science and Engineering
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GPCR molecular dynamics forecasting using recurrent neural networks
Scientific Reports, Vol. 13, Núm. 1
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Lagrangian-Hamiltonian formalism for cocontact systems
Journal of Geometric Mechanics, Vol. 15, Núm. 1, pp. 1-26
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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
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Methodology for a comparative quantitative analysis of film colour: a comparison between Cannes and box-office results
Visual Studies
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Multicontact formulation for non-conservative field theories
Journal of Physics A: Mathematical and Theoretical, Vol. 56, Núm. 2
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Multisymplectic formalism for cubic horndeski theories
Physica Scripta, Vol. 98, Núm. 8
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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)
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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
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The diverse meteorology of Jezero crater over the first 250 sols of Perseverance on Mars
Nature Geoscience, Vol. 16, Núm. 1, pp. 19-28
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Time-dependent contact mechanics
Monatshefte fur Mathematik, Vol. 201, Núm. 4, pp. 1149-1183
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Toppling susceptibility of a single rock block resting on a regularly rough base
Engineering Geology, Vol. 313
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White dwarf spectral type-temperature distribution from Gaia DR3 and the Virtual Observatory
Astronomy and Astrophysics, Vol. 677
2022
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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)