Prediction of polymer properties using infinite chain descriptors (ICD) and machine learning: Toward optimized dielectric polymeric materials

Effect of Incorporating Aromatic and Chiral Groups on the Dielectric Properties of Poly(dimethyltin esters)

(2014) Aaron F. Baldwin et al.   MACROMOLECULAR RAPID COMMUNICATIONS

Diels–Alder polysulfones as dielectric materials: Computational guidance & synthesis

(2014) Robert G. Lorenzini et al.   POLYMER

Rational design of all organic polymer dielectrics

(2014) Vinit Sharma et al.   Nature Communications

Stalking the Materials Genome: A Data-Driven Approach to the Virtual Design of Nanostructured Polymers

(2013) Curt M. Breneman et al.   ADVANCED FUNCTIONAL MATERIALS

The rational design of polyurea & polyurethane dielectric materials

(2013) R.G. Lorenzini et al.   POLYMER

Quantitative Structure–Property Relationship Modeling of Diverse Materials Properties

(2012) Tu Le et al.   CHEMICAL REVIEWS

MQSPR modeling in materials informatics: a way to shorten design cycles?

(2012) N. Sukumar et al.   JOURNAL OF MATERIALS SCIENCE

Towards a Universal SMILES representation - A standard method to generate canonical SMILES based on the InChI

(2012) Noel M O’Boyle   Journal of Cheminformatics

A general quantitative structure-property relationship treatment for dielectric constants of polymers

(2011) Jie Xu et al.   POLYMER ENGINEERING AND SCIENCE

Approximate Confidence and Prediction Intervals for Least Squares Support Vector Regression

(2010) Kris De Brabanter et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Prediction of glass transition temperatures of aromatic heterocyclic polyimides using an ANN model

(2010) Wanqiang Liu   POLYMER ENGINEERING AND SCIENCE

Recursive neural networks prediction of glass transition temperature from monomer structure: an application to acrylic and methacrylic polymers

(2009) Celia Duce et al.   JOURNAL OF MATHEMATICAL CHEMISTRY

Feasibility of density functional methods to predict dielectric properties of polymers

(2008) Henna Ruuska et al.   JOURNAL OF CHEMICAL PHYSICS

Prediction of glass transition temperatures: Binary blends and copolymers

(2008) Witold Brostow et al.   MATERIALS LETTERS

Prediction of the dielectric dissipation factor tanδ of polymers with an ANN model based on the DFT calculation

(2008) Xinliang Yu et al.   REACTIVE & FUNCTIONAL POLYMERS