Quantitative structure–property relationship modeling of diverse materials properties

T Le, VC Epa, FR Burden, DA Winkler - Chemical reviews, 2012 - ACS Publications
The design and synthesis of materials with useful, novel properties is one of the most active
areas of contemporary science, generating a veritable explosion of scientific activity in areas …

Quantitative correlation of physical and chemical properties with chemical structure: utility for prediction

AR Katritzky, M Kuanar, S Slavov, CD Hall… - Chemical …, 2010 - ACS Publications
All properties of organic moleculessphysical, chemical, biological, and
technologicalsdepend on their chemical structure and vary with it in a systematic way. The …

Glass transition temperature from the chemical structure of conjugated polymers

R Xie, AR Weisen, Y Lee, MA Aplan, AM Fenton… - Nature …, 2020 - nature.com
The glass transition temperature (T g) is a key property that dictates the applicability of
conjugated polymers. The T g demarks the transition into a brittle glassy state, making its …

Machine learning discovery of high-temperature polymers

L Tao, G Chen, Y Li - Patterns, 2021 - cell.com
To formulate a machine learning (ML) model to establish the polymer's structure-property
correlation for glass transition temperature T g, we collect a diverse set of nearly 13,000 real …

Glass transition temperature: Basics and application in pharmaceutical sector

NR Jadhav, VL Gaikwad, KJ Nair… - Asian Journal of …, 2009 - asiapharmaceutics.info
Glass transition temperature: Basics and application in pharmaceutical sector Page 1 82 Asian
Journal of Pharmaceutics - April-June 2009 INTRODUCTION In recent times, the major research …

PEG-variant biomaterials as selectively adhesive protein templates: model surfaces for controlled cell adhesion and migration

E Tziampazis, J Kohn, PV Moghe - Biomaterials, 2000 - Elsevier
Our study focused on the role of poly (ethylene glycol)(PEG) in actively regulating the
biological responsiveness of protein-adsorbed biomaterials. To this end, we designed PEG …

Toward the prediction and control of glass transition temperature for donor–acceptor polymers

S Zhang, A Alesadi, M Selivanova… - Advanced Functional …, 2020 - Wiley Online Library
Semiconducting donor–acceptor (D–A) polymers have attracted considerable attention
toward the application of organic electronic and optoelectronic devices. However, a rational …

A binary resin system of epoxy and phenol-formaldehyde for improving the thermo-mechanical behavior of FRP composites

TQ Liu, R Wang, S Zhen, P Feng - Construction and Building Materials, 2023 - Elsevier
A binary resin system combing epoxy and phenol–formaldehyde is proposed for improving
the thermo-mechanical behavior of FRP composites. Five types of FRP plates with varying …

Chemo-enzymatic synthesis and characterization of renewable thermoplastic and thermoset isocyanate-free poly (hydroxy) urethanes from ferulic acid derivatives

R Ménard, S Caillol, F Allais - ACS Sustainable Chemistry & …, 2017 - ACS Publications
This study presents the syntheses and characterization of renewable nonisocyanate
polyurethanes (NIPUs) from a new family of aromatic C5-cyclocarbonate precursors with …

Investigating the role of temperature and moisture on the degradation of 3D-printed polymethyl methacrylate dental materials through molecular dynamics simulations

RS Saini, SK Vaddamanu, D Dermawan… - Scientific Reports, 2024 - nature.com
This study aimed to comprehensively investigate the degradation behavior of 3D printed
polymethyl methacrylate (PMMA) dental materials, with a specific focus on the influential …