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 …
technologicalsdepend on their chemical structure and vary with it in a systematic way. The …
On various metrics used for validation of predictive QSAR models with applications in virtual screening and focused library design
K Roy, I Mitra - Combinatorial chemistry & high throughput …, 2011 - ingentaconnect.com
Quantitative structure-activity relationships (QSARs) have important applications in drug
discovery research, environmental fate modeling, property prediction, etc. Validation has …
discovery research, environmental fate modeling, property prediction, etc. Validation has …
Further exploring rm2 metrics for validation of QSPR models
Quantitative structure–property relationship (QSPR) models are widely used for prediction of
properties, activities and/or toxicities of new chemicals. Validation strategies check the …
properties, activities and/or toxicities of new chemicals. Validation strategies check the …
Development of a predictive model for corrosion inhibition of carbon steel by imidazole and benzimidazole derivatives
E Gutiérrez, JA Rodríguez, J Cruz-Borbolla… - Corrosion …, 2016 - Elsevier
The corrosion inhibition efficiency of carbon steel was evaluated using fifteen molecules
derivated from imidazole and benzimidazole in 1.0 M HCl. The inhibition efficiency varies …
derivated from imidazole and benzimidazole in 1.0 M HCl. The inhibition efficiency varies …
Basic validation procedures for regression models in QSAR and QSPR studies: theory and application
R Kiralj, M Ferreira - Journal of the Brazilian Chemical Society, 2009 - SciELO Brasil
Four quantitative structure-activity relationships (QSAR) and quantitative structure-property
relationship (QSPR) data sets were selected from the literature and used to build regression …
relationship (QSPR) data sets were selected from the literature and used to build regression …
[PDF][PDF] History of quantitative structure-activity relationships
CD Selassie, RP Verma - Burger's medicinal chemistry and drug discovery, 2003 - Citeseer
It has been nearly 40 years since the quantitative structure-activity relationship (QSAR)
paradigm first found its way into the practice of agrochemistry, pharmaceutical chemistry …
paradigm first found its way into the practice of agrochemistry, pharmaceutical chemistry …
Are we ready to assess digital readiness? Exploring digital implications for social progress from the Network Readiness Index
Extant literature has increased our understanding of the multifaceted nature of digital
technologies; nevertheless, scholars and policymakers still strive to understand their …
technologies; nevertheless, scholars and policymakers still strive to understand their …
Beware of Unreliable Q2! A Comparative Study of Regression Metrics for Predictivity Assessment of QSAR Models
Validation is an essential step of QSAR modeling, and it can be performed by both internal
validation techniques (eg, cross-validation, bootstrap) or by an external set of test objects …
validation techniques (eg, cross-validation, bootstrap) or by an external set of test objects …
Predicting the principal strong ground motion parameters: A deep learning approach
A Derakhshani, AH Foruzan - Applied Soft Computing, 2019 - Elsevier
In this research, new models are developed to estimate the three principal time-domain
parameters of seismic ground motion. A novel deep learning (DL) approach coupled with …
parameters of seismic ground motion. A novel deep learning (DL) approach coupled with …
Review of recent developments of quantitative structure-property relationship models on fire and explosion-related properties
Z Jiao, HU Escobar-Hernandez, T Parker… - Process Safety and …, 2019 - Elsevier
Abstract Knowledge of fire and explosion-related properties of substances including
flammability limits, minimum ignition energies, and flash points are critical in process safety …
flammability limits, minimum ignition energies, and flash points are critical in process safety …