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RESEARCH PAPER · PLoS ONE · 2025

Bayesian optimization and machine learning for vaccine formulation development

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7 direct citing papers in this saved network. Explore the next layer with second-order citations.

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Bayesian optimization and machine learning for vaccine formulation developmentOriginalA Review of Artificial Intelligence (AI)-Driven Smart and Sustainable Drug Delivery Systems: A Dual-Framework Roadmap for the Next Pharmaceutical Paradigm29Explainable AI-Generated Formulation Designs for Regulatory and Scientific Decision-Making0AI-enabled, QbD-aligned Predictive, and Sustainable Design of Natural Polymer-based Drug Delivery Systems8From Polyphenols to Prodrugs: Bridging the Blood–Brain Barrier with Nanomedicine and Neurotherapeutics13Autonomous AI‐Driven Design for Skin Product Formulations1Data-Efficient Design of Experiments for Lipid Nanoparticle Development through Prior-Informed Machine Learning1Improving the Quality of Lyophilized Animal Vaccines: A Review of Optimization Strategies for Freeze-Drying Processes0

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  1. A Review of Artificial Intelligence (AI)-Driven Smart and Sustainable Drug Delivery Systems: A Dual-Framework Roadmap for the Next Pharmaceutical Paradigm

    Sci · 2025-12-03

    Jirapornchai Suksaeree

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  2. Explainable AI-Generated Formulation Designs for Regulatory and Scientific Decision-Making

    Journal of Applied Pharmaceutical Technologies and Systems · 2026-01-01

    George Papadopoulos, Eleni Georgiou

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  3. AI-enabled, QbD-aligned Predictive, and Sustainable Design of Natural Polymer-based Drug Delivery Systems

    AAPS PharmSciTech · 2026-01-29

    Jirapornchai Suksaeree, Pattwat Maneewattanapinyo, Chaowalit Monton

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  4. From Polyphenols to Prodrugs: Bridging the Blood–Brain Barrier with Nanomedicine and Neurotherapeutics

    International Journal of Molecular Sciences · 2026-03-03

    Masaru Tanaka, Adriano Cressoni Araújo, Vítor Engrácia Valenti, Élen Landgraf Guiguer, Vitor Cavallari Strozze Catharin, Cristiano Machado Galhardi, Eliana de Souza Bastos Mazuqueli Pereira, Ricardo de Álvares Goulart, Rafael Santos de Argollo Haber, Atonelly Cassio Alves de Carvalho, Sandra Maria Barbalho

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  5. Autonomous AI‐Driven Design for Skin Product Formulations

    Advanced Intelligent Discovery · 2026-04-15

    Yu Zhang, Yongrui Xiao, Chunlin Chen, Dimitrios A. Tsaoulidis, Kai Yang, Tao Chen

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  6. Data-Efficient Design of Experiments for Lipid Nanoparticle Development through Prior-Informed Machine Learning

    IEEE Conference on Artificial Intelligence (CAI) · 2026-05-08

    J.E. Sanderson, Adrian Kucia, Wai Lok Woo, Gary Montague, Yvonne Perrie, Thomas McLean, David Vaughan Palmer, Bruce Richard Williams

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  7. Improving the Quality of Lyophilized Animal Vaccines: A Review of Optimization Strategies for Freeze-Drying Processes

    Veterinary Sciences · 2026-09-16

    Fangjing Huang, Jiajie Jiao, Zexi Wang, Hongying Jie, Jiahao He, Xiaoxin Zuo, Yanhong Zhao, Yu Lu, Jianhong Gu, Fang Lyu

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