2025 Volume 16 - Issue 4

1.

Predicting Lyophilized Biologic Collapse Temperature Using Formulation, Thermal, Freezing, and Moisture Data PDF

James Walker, Olivia Harris

2025 Issue 4

Downloads: 26

2.

Autonomous AI Agent for QSAR Modeling with Dataset Curation, Descriptor Selection, and Domain Assessment PDF

Chen Hao, Liu Fang, Zhao Lin

2025 Issue 4

Downloads: 35

3.

Equivariant Neural Networks for Protein–Ligand Pose Refinement Using Atomic Coordinates and Interaction Energies PDF

Ali Hassan, Noor Siddiqui, Bilal Khan, Sana Malik

2025 Issue 4

Downloads: 30

4.

Digital-Twin Framework for Continuous Manufacturing Using PAT Signals and Critical Quality Attributes PDF

Andreas Müller, Stefan Weber, Julia Hoffmann, Lukas Schneider

2025 Issue 4

Downloads: 30

5.

Predicting Excipient Compatibility Using Thermal Degradation, Hygroscopicity, and Forced-Degradation Data PDF

Maria Silva, Joao Pereira

2025 Issue 4

Downloads: 29

6.

From Formulation Search to Therapeutic Exposure: The Changing Role of Artificial Intelligence in Advanced Drug-Delivery Development PDF

Rodrigo Juarez, Ana Luisa Ramos, Carlos Escobar, Ernesto Vega

2025 Issue 4

Downloads: 29

7.

Artificial Intelligence-Enabled Drug Discovery after the Hype Cycle: A Bibliometric and Thematic Review of Twenty-Five Years of Research PDF

Elena Stankova, Christopher Brown, Siti Aisyah, Olivier Durand

2025 Issue 4

Downloads: 32

8.

Graph Learning from Chemical Bonds to Therapeutic Systems: A Scoping Review of Pharmaceutical Representations and Reasoning Tasks PDF

Kerstin Richter, Mark Thompson, Dmitry Volkov, Cecilia Torres

2025 Issue 4

Downloads: 33

9.

From Molecule to Patient: Learning Formulation Behavior across Material, Dosage-Form, Physiological, and Exposure Scales PDF

Adamu Sani, Grace Nwachukwu, Kehinde Ogunleye, Bola Ajayi

2025 Issue 4

Downloads: 31

10.

What Machine Learning Adds to Pharmacometrics—and What Mechanistic Information It Risks Removing PDF

Ying Li, Hui Wang, Xiaoming Chen, Jun Zhang

2025 Issue 4

Downloads: 33

11.

Large Language Models as Pharmaceutical Knowledge Workers: Capabilities, Failure Modes, and Evidence Requirements across Scientific Tasks PDF

Luis Benitez, Andrea Gomez, Jazmin Franco, Roberto Cardozo

2025 Issue 4

Downloads: 33