Publicaciones (35) Publicaciones de Gustavo Ariel Schwartz Pomenariec

2024

  1. 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. Complex networks reveal emergent interdisciplinary knowledge in Wikipedia

    Humanities and Social Sciences Communications, Vol. 8, Núm. 1

  2. 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. La ciencia en la literatura cortazariana

    Studi Ispanici, Núm. 45, pp. 375-384

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

    Polymer, Vol. 203

2019

  1. #Nodes: Entangling sciences and humanities ed. lit.

    Intellect

  2. Fractal expressionism

    #Nodes: Entangling sciences and humanities (Intellect), pp. 178-180

  3. The effect of vulcanization additives on the dielectric response of styrene-butadiene rubber compounds

    Polymer, Vol. 172, pp. 205-212

  4. The sublime simplicity of complex networks

    #Nodes: Entangling sciences and humanities (Intellect), pp. 7-10

2018

  1. Extended Adam-Gibbs Approach to Describe the Segmental Dynamics of Cross-Linked Miscible Rubber Blends

    Macromolecules, Vol. 51, Núm. 5, pp. 1741-1747

  2. Literatura y ciencia. Hacia una integración del conocimiento

    Arbor: Ciencia, pensamiento y cultura, Vol. 194, Núm. 790

2017

  1. #Nodos

    Next Door

  2. Expresionismo fractal

    #Nodos (Next Door), pp. 197-200

  3. La sublime sencillez de las redes complejas

    #Nodos (Next Door), pp. 27-31

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

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