Santiago A. Schustik

Consejo Nacional de Investigaciones Científicas y Técnicas — Argentina

Computer Science · Physical Sciences

4h-index74citations8works0.02yr avg
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Research Topics

Computational Drug Discovery Methods(8), Machine Learning in Materials Science(8), Spectroscopy and Chemometric Analyses(2), Data Visualization and Analytics(1), Analytical Chemistry and Chromatography(1)

Publications8 total

How can polydispersity information be integrated in the QSPR modeling of mechanical properties?
Science and Technology of Advanced Materials Methods·2022· 7 citedOpen Access
PolyMaS: A new software to generate high molecular weight polymer macromolecules from repeating structural units
Polimery·2021· 2 citedOpen Access
Polymer informatics: Expert-in-the-loop in QSPR modeling of refractive index
Computational Materials Science·2021· 30 cited
A Database Curation for Prediction of the Refractive Index in the Virtual Testing of Polymeric Materials by Using Machine Learning
Communications in computer and information science·2021· 1 cited
Feature Selection for Polymer Informatics: Evaluating Scalability and Robustness of the FS4RV<sub>DD</sub> Algorithm Using Synthetic Polydisperse Data Sets
Journal of Chemical Information and Modeling·2019· 14 citedOpen Access
Computer-aided design of polymeric materials: Computational study for characterization of databases for prediction of mechanical properties under polydispersity
Chemometrics and Intelligent Laboratory Systems·2019· 12 citedOpen Access
Feature Selection and Polydispersity Characterization for QSPR Modelling: Predicting a Tensile Property
Advances in intelligent systems and computing·2018· 4 cited
FS4RVDD: A Feature Selection Algorithm for Random Variables with Discrete Distribution
Communications in computer and information science·2018· 4 cited

Frequent Co-authors

Fiorella Cravero(8), Ignacio Ponzoni(8), Mónica F. Díaz(8), María Jimena Martínez(6), Carlos D. Barranco(2), Gustavo E. Vázquez(1)