Research Articles
Accelerating Drug Discovery with CCSD(T)-Level Accuracy: A Practical Guide to Neural Network Potentials for Large Polymer Systems
This article provides a comprehensive guide for researchers and computational chemists on leveraging state-of-the-art neural network potentials to achieve coupled-cluster (CCSD(T)) quality accuracy in simulating large-scale polymer systems.
Achieving Chemical Accuracy in Polymer Property Prediction: A Comprehensive Guide to CCSD(T) Methods for Biomedical Research
This article provides a comprehensive overview of using the CCSD(T) quantum chemical method as a high-accuracy benchmark for predicting polymer properties, crucial for drug delivery systems and biomaterials.
Bulk vs Surface Polymerization: Strategic Approaches for Optimizing Impurity Adsorption in Pharmaceutical Development
This article provides a comprehensive comparison of bulk and surface polymerization techniques for creating polymeric adsorbents to remove process-related and product-related impurities in drug development.
Polymer Property Benchmarking: A Comparative Guide for Biomedical Material Selection
This comprehensive article provides researchers, scientists, and drug development professionals with a systematic framework for benchmarking polymer properties across major classes, including thermoplastics, thermosets, elastomers, and biodegradable polymers.
Bayesian Optimization in Polymer Synthesis: Accelerating Biomaterial Discovery and Drug Delivery System Development
This comprehensive article explores the transformative role of Bayesian Optimization (BO) in automating and accelerating the discovery of polymer synthesis conditions for biomedical applications.
Beyond Gaussian Curves: Implementing B-spline Models for Accurate Molecular Weight Distribution Analysis in Biotherapeutics
This article provides a comprehensive guide to B-spline modeling for molecular weight distribution (MWD) approximation, a critical aspect of biotherapeutic characterization.
AI-Driven Polymer Science: Revolutionizing Material Discovery and Drug Delivery Systems
This article explores the transformative integration of Artificial Intelligence (AI) into polymer science, specifically targeting researchers, scientists, and drug development professionals.
Accuracy vs Precision in Impurity Analysis: A Comprehensive Guide to Method Validation for Drug Development
This article provides a targeted guide for analytical scientists and pharmaceutical researchers on designing, executing, and troubleshooting accuracy and precision studies for impurity analysis methods.
Testing Viscosity Index Improver Performance: A Comprehensive Guide to ASTM Methods for Formulators and Researchers
This article provides a detailed guide to ASTM methods for testing viscosity index improver (VII) performance, tailored for researchers and formulators in lubricant development.
ASTM D7028 Standard for DMA Tg Testing: Complete Guide for Pharmaceutical Researchers
This comprehensive guide explains the ASTM D7028 standard for determining the glass transition temperature (Tg) of polymers and polymer matrix composites using Dynamic Mechanical Analysis (DMA).