Publications by the researcher in collaboration with Luis Alejandro Miccio Stefancik (18)

2024

  1. A glimpse inside materials: Polymer structure – Glass transition temperature relationship as observed by a trained artificial intelligence

    Computational Materials Science, Vol. 236

  2. Transfer learning-driven artificial intelligence model for glass transition temperature estimation of molecular glass formers mixtures

    Computational Materials Science, Vol. 238

2023

  1. Characterising the glass transition temperature-structure relationship through a recurrent neural network

    Journal of Non-Crystalline Solids: X, Vol. 18

2022

  1. Approaching Polymer Dynamics Combining Artificial Neural Networks and Elastically Collective Nonlinear Langevin Equation

    Polymers, Vol. 14, Núm. 8

  2. Estimating glass transition temperature and related dynamics of molecular glass formers combining artificial neural networks and disordered systems theory

    Journal of Non-Crystalline Solids: X, Vol. 15

  3. MAPPING THE NETWORKED CONTEXT OF COPERNICUS, MICHELANGELO, AND DELLA MIRANDOLA IN WIKIPEDIA

    Advances in Complex Systems, Vol. 25, Núm. 5-6

2021

  1. Mapping Chemical Structure-Glass Transition Temperature Relationship through Artificial Intelligence

    Macromolecules, Vol. 54, Núm. 4, pp. 1811-1817

2020

  1. From chemical structure to quantitative polymer properties prediction through convolutional neural networks

    Polymer, Vol. 193

  2. Localizing and quantifying the intra-monomer contributions to the glass transition temperature using artificial neural networks

    Polymer, Vol. 203

2017

  1. Ionic transport in the amorphous phase of semicrystalline polyethylene oxide thin films

    Soft Matter, Vol. 13, Núm. 33, pp. 5597-5603

  2. Water diffusion and hydrolysis effect on the structure and dynamics of epoxy-anhydride networks

    Polymer Degradation and Stability, Vol. 143, pp. 57-63

2015

  1. Determination of filler structure in silica-filled SBR compounds by means of SAXS and AFM

    Rubber Chemistry and Technology, Vol. 88, Núm. 4, pp. 690-710

  2. Effect of addition of silica- and amine functionalized silica-nanoparticles on the microstructure of calcium silicate hydrate (C-S-H) gel

    Journal of Colloid and Interface Science, Vol. 450, pp. 109-118

2014

  1. AFM based dielectric spectroscopy: Extended frequency range through excitation of cantilever higher eigenmodes

    Ultramicroscopy, Vol. 146, pp. 55-61

  2. Dielectric spectroscopy at the nanoscale by atomic force microscopy: A simple model linking materials properties and experimental response

    Journal of Applied Physics, Vol. 115, Núm. 18

2013

  1. Local mechanical and dielectric behavior of the interacting polymer layer in silica nano-particles filled SBR by means of AFM-based methods

    Polymer, Vol. 54, Núm. 18, pp. 4980-4986

  2. Study of the dynamic heterogeneity in poly(ethylene-ran-vinyl acetate) copolymer by using broadband dielectric spectroscopy and electrostatic force microscopy

    Macromolecules, Vol. 46, Núm. 18, pp. 7502-7512

2011

  1. Determining concentration depth profiles in fluorinated networks by means of electric force microscopy

    Journal of Chemical Physics, Vol. 135, Núm. 6