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About the Editors vii 1 Introduction to Computer-aided Drug Design 1 2 Quantitative Structure–Activity Relationships (QSARs): Principles and Applications 21 3 Molecular Mechanics and Quantum Mechanics in Drug Design and Energy Minimization 39 4 Molecular Docking in Drug Discovery: Techniques and Applications 65 5 Computational Approaches to Drug–Receptor Binding Analysis 87 6 Decoding Drug Discovery: Pharmacophore Mapping and Ligand-based Design 115 7 Homology Modeling, AI-based Protein Structure Prediction, and 3D Protein Modeling 129 8 In Silico Pharmacology: Computational Techniques and Applications in Drug Design 167 9 Computational Methods for Predicting ADMET Properties: Tools and Strategies to Minimize Late-stage Drug Failures 187 10 In Silico Drug Design and Virtual Screening Techniques 199 11 De Novo Drug Design: From Fragment-based to AI-driven Approaches 225 12 Artificial Intelligence in Computer-aided Drug Design 243 13 Computational Chemistry and Drug Discovery: Intersection of AI, QSAR, and Molecular Modeling 259 14 CADD in Drug Discovery: From Molecular Modeling to AI-powered Insights 281 15 From Target to Candidate: A Stepwise Guide to Modern Computational Drug Discovery 301 16 Case Studies: Successful Drug Discovery Using CADD 339 17 Practical Guide to Computational Drug Discovery: Tools, Databases, and Workflows 355 18 Future Innovations in CADD: AI, Quantum Computing, and Beyond 371 Index 401 |
AJMER SINGH GREWAL, PhD, is Professor and Head of the Department of Pharmaceutical Chemistry at Guru Gobind Singh College of Pharmacy, India; with nearly 13 years of experience in pharmaceutical education and research. His research focuses on the structure-based drug design for anticancer, anti-diabetic, anti-inflammatory, and Alzheimer’s therapies using tools including Glide, AutoDock Vina, and Discovery Studio.
VINEY LATHER, PhD, is Professor of Medicinal Chemistry at Amity Institute of Pharmacy, Amity University Uttar Pradesh, India; with over 24 years of experience spanning academia, research, and the pharmaceutical industry. His current research focuses on drug discovery and development of small molecules for cancer, antimicrobial drug resistance, metabolic disorders, neurodegeneration, and autoimmune disease.
GEETA DESWAL, PhD, is Professor and Head of the Pharmacognosy Department at Guru Gobind Singh College of Pharmacy, India; with over 14 years of teaching experience. Her research interests include bioactivity-guided extraction and isolation of phytoconstituents, plant tissue culture, molecular modelling, and natural product-based drug discovery.
KUMAR GUARVE, PhD, currently serves as the Principal of Guru Gobind College of Pharmacy, India; with over 20 years of experience in pharmaceutical education, research and leadership. He has successfully led the institution to Autonomous Status and NAAC/NBA accreditation. His areas of expertise include pharmaceutics, pharmaceutical education, research methodology, quality assurance, regulatory affairs, intellectual property rights, and Ayurvedic drug development.