Research Articles
Analytical Validation in Molecular Diagnostics: Rigorous Assessment Against Gold Standards for Reliable Clinical Results
This article provides a comprehensive guide for researchers, scientists, and drug development professionals on the principles and practices of analytically validating molecular diagnostic tests (MDx).
Quantum vs Classical Computing: A Practical Guide to Molecular Simulation for Drug Discovery
This article provides a comprehensive analysis of quantum and classical computing approaches for molecular simulation, tailored for researchers and drug development professionals.
Predicting Biological Activity: A Comprehensive QSPR Model for Polycrystalline Acid Magentas in Drug Discovery
This article presents a detailed quantitative structure-property relationship (QSPR) analysis of polycrystalline Acid Magenta dyes for biomedical applications.
Building Predictive QSAR Models: A Practical Guide to Combining ECFP Fingerprints and Molecular Descriptors
This article provides a comprehensive guide for computational chemists and drug discovery researchers on implementing robust Quantitative Structure-Activity Relationship (QSAR) models by integrating Extended-Connectivity Fingerprints (ECFP) with traditional molecular descriptors.
Predicting Potency & ADMET: A Comparative Guide to Modern QSAR Model Performance for Molecular Properties
This article provides a comprehensive, contemporary guide for researchers and drug development professionals on evaluating and comparing Quantitative Structure-Activity Relationship (QSAR) models for molecular property prediction.
Essential QSAR/QSPR Validation Strategies: A Practical Guide for Drug Discovery Scientists
This comprehensive guide explores core validation techniques for Quantitative Structure-Activity/Property Relationship (QSAR/QSPR) models, crucial for reliable predictive applications in drug development.
QM/MM Simulation for Enzymes: A Complete Guide to Modeling Catalysis, Drug Discovery, and Biomolecular Dynamics
This article provides a comprehensive guide to Quantum Mechanics/Molecular Mechanics (QM/MM) simulation protocols for enzymatic reactions, tailored for researchers and drug development professionals.
Accelerating Drug Discovery: An AI-Powered Protocol for Scaffold Hopping to Overcome Patent Barriers
This article provides a comprehensive guide for drug discovery researchers on implementing scaffold hopping using AI-based molecular representations.
Beyond AlphaFold: The Power of Combinatorial-Continuous Strategies in Protein Structure Prediction
This article provides a comprehensive overview of combinatorial-continuous strategies for protein structure prediction, addressing a critical gap between discrete sampling and continuous optimization.
Generative AI for Molecule Generation: Core Principles, Methods, and Validation in Drug Discovery
This article provides a comprehensive guide to the principles of generative AI for molecular design, tailored for researchers and drug development professionals.