International Journal of Pharmaceutical and Phytopharmacological Research

ISSN (Print): 2250-1029

ISSN (Online): 2249-6084

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2026 Volume 16 - Issue 2

1.

Benchmarking AI for Natural Product Drug Discovery: Data Integrity, Model Robustness, Mechanistic Validity, and Translational Utility

Page: 1 - 18

Views: 102

Downloads: 22

Ethan Wright, Chloe Bennett, Jack Turner

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2.

Generative Design of Natural Product-Like Molecules: Constraint-Guided Optimization for Bioactivity, Safety, Synthetic Accessibility, and Developability

Page: 19 - 35

Views: 99

Downloads: 26

Sara Ben Youssef, Amal Trabelsi, Karim Boudiaf

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3.

Digital Twins of Natural Product Pharmacology: Modeling Compound Exposure, Target Engagement, Pathway Response, Safety Risk, and Therapeutic Outcomes

Page: 36 - 52

Views: 91

Downloads: 21

Elena Petrova, Ivan Georgiev, Nikolay Stoyanov

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4.

Causal Inference for Natural Product Therapeutics: Moving Beyond Association Toward Mechanism, Intervention Logic, and Translational Confidence

Page: 53 - 69

Views: 87

Downloads: 26

Charlotte Dupuis, Hugo Perrin, Elise Morel

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5.

Retrieval-Augmented Phytopharmacology: Connecting Literature Evidence, Molecular Databases, Pathway Knowledge, and Expert Review for Drug Discovery

Page: 70 - 84

Views: 70

Downloads: 20

Noah Williams, Grace Collins, Ethan Brooks

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6.

Multimodal Molecular Intelligence for Natural Product Drug Discovery: Integrating Chemical Structures, Bioassays, Omics Profiles, Text Evidence, and Clinical Signals

Page: 85 - 105

Views: 66

Downloads: 30

Olivia Bennett, Harry Collins, Jack Foster

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7.

Trust Architectures for AI-Enabled Drug Discovery: Transparency, Validation, Reproducibility, Accountability, and Regulatory Alignment

Page: 106 - 122

Views: 90

Downloads: 30

Saif Al-Hinai, Amal Al-Balushi, Mohammed Al-Maskari

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8.

Agentic AI for Computational Pharmacology: Orchestrating Molecular Search, Evidence Appraisal, Mechanistic Reasoning, and Candidate Prioritization

Page: 123 - 135

Views: 67

Downloads: 25

Lina Hassan, Omar Khalaf, Reem Jaber

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Volume 16
Issue 4
2026

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2026

Vol 16 Issue 3 Vol 16 Issue 2 Vol 16 Issue 1

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