Research Articles
AlphaFold in Drug Discovery: A Practical Guide to Validation, Application, and Future Directions
This article provides a comprehensive assessment of AlphaFold's role in modern drug discovery for researchers and development professionals.
Beyond R²: A Comprehensive Framework for Evaluating QSAR Model Predictive Ability in Drug Discovery
This article provides a modern, comprehensive guide for researchers and drug development professionals on evaluating the predictive ability of Quantitative Structure-Activity Relationship (QSAR) models.
Benchmarking Molecular Docking Software: A Comprehensive Guide to Accuracy, Performance, and Real-World Application
This article provides a systematic review of molecular docking software benchmarking, crucial for researchers and drug development professionals who rely on computational predictions.
SBDD vs LBDD: A Data-Driven Analysis of Success Rates in Modern Drug Discovery
This article provides a comprehensive comparative analysis of Structure-Based Drug Design (SBDD) and Ligand-Based Drug Design (LBDD) for researchers and drug development professionals.
Docking Scoring Functions Compared: A 2025 Guide to Performance, Pitfalls, and AI Advances
Accurate scoring functions are critical for the success of molecular docking in structure-based drug design.
Integrating Ligand-Based and Structure-Based Methods in Drug Discovery: A Comprehensive Guide to Combined Virtual Screening Approaches
This article provides a comprehensive examination of combined Ligand-Based (LB) and Structure-Based (SB) virtual screening approaches in modern drug discovery.
Structure-Based vs Ligand-Based Virtual Screening: A Comprehensive Guide to Methods, Validation, and AI-Driven Integration
This article provides a comprehensive examination of structure-based and ligand-based virtual screening (SBVS and LBVS) for researchers and drug development professionals.
Beyond Dry Docking: A Comprehensive Guide to Handling Water Molecules for Accurate Binding Affinity Prediction
This article provides a comprehensive guide for researchers and drug development professionals on the critical role of water molecules in molecular docking.
Beyond the Prediction: A Practical Guide to Validating AlphaFold Protein Structures for Biomedical Research
The advent of AlphaFold has democratized access to high-accuracy protein structure predictions, yet their effective use in research and drug development hinges on rigorous validation.
Next-Generation ADMET Prediction: Leveraging Machine Learning to Reduce Attrition and Accelerate Drug Discovery
This article provides a comprehensive overview of the transformative impact of machine learning (ML) on ADMET prediction in early drug discovery.