2025 Volume 16 - Issue 5

1.

Multitask Deep Learning for Solubility, Permeability, Protein Binding, and Clearance Prediction PDF

Sven Larsson, Erik Johansson, Anna Nilsson

2025 Issue 5

Downloads: 31

2.

Explainable AI for Pharmaceutical Prediction: A Critical Review of Trust and Reproducibility PDF

Yousef Al-Qahtani, Fahad Al-Salem, Abdullah Al-Harbi

2025 Issue 5

Downloads: 44

3.

Multimodal Foundation Model for Pharmaceutical Knowledge Extraction from Structures, Assays, Patents, and Regulatory Text PDF

Paolo Ricci, Marco De Luca, Giulia Ferraro, Antonio Russo

2025 Issue 5

Downloads: 28

4.

AI in Pharmaceutical Manufacturing: A Scoping Review of PAT and Digital Twins PDF

Chinedu Okafor, Amina Bello

2025 Issue 5

Downloads: 29

5.

Interpretable Models for Pharmacokinetic Interaction Magnitude Using Enzyme, Transporter, and Dose Features PDF

Ahmed Benali, Karim Boudiaf, Samir Touati

2025 Issue 5

Downloads: 33

6.

World Models for Pharmaceutical Science Should Simulate Biological Consequences rather than Merely Continue Statistical Patterns PDF

Min Zhang, Daiki Takahashi, Younes Benali, Xiaoli Liu

2025 Issue 5

Downloads: 27

7.

Neuro-Symbolic Chemistry Reconnects Learned Molecular Representations with Reaction Rules, Biological Mechanisms, and Scientific Constraints PDF

Juergen Hofmann, Jan Novotny, Eva Horvathova, Lukas Novak

2025 Issue 5

Downloads: 28

8.

Multi-Omics Target Discovery after Data Integration: An Umbrella Review of Causal Evidence, Reproducibility, and Translational Readiness PDF

Nathan Jones, Olivia Taylor, Samantha Reid, David Clarke

2025 Issue 5

Downloads: 20

9.

Can Foundation Models Generate Pharmacological Hypotheses That Are Mechanistically Coherent, Falsifiable, and Worth Testing? PDF

Philippe Lefevre, Helga Schmidt, Thomas Fischer, Anne-Catherine Robert

2025 Issue 5

Downloads: 28

10.

Agentic Drug Discovery Requires a Scientific Constitution for Autonomous Planning, Tool Selection, Experimentation, and Human Intervention PDF

Michael O'Donnell, Emma Byrne, Nora O'Connor, Aisling Kelly

2025 Issue 5

Downloads: 30

11.

Nanoparticle Design at the Unstable Boundary between Physicochemical Control, Biological Adaptation, and Manufacturable Drug Delivery PDF

Shaohui Zhang, Zhen Yang, Liqiang Feng, Yuxin Huang

2025 Issue 5

Downloads: 25

12.

Pereira I. Learning without Sharing the Data: An Evidence Map of Privacy-Preserving Collaboration in Pharmaceutical Research PDF

Carlos Almeida, Gabriela Mendez, Ricardo Fonseca, Ivan Pereira

2025 Issue 5

Downloads: 23