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RESEARCH PAPER · AAPS PharmSciTech · 2026

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

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

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AI-enabled, QbD-aligned Predictive, and Sustainable Design of Natural Polymer-based Drug Delivery SystemsOriginalThe Application of Machine Learning in the Development of Co-Amorphous Dry Powder Inhalation0Innovative wound nanofiber mats: revolutionizing wound care through quality by design and artificial intelligence3Next-generation nanomedicine for MDR-TB: PROTAC nanocarriers, granuloma penetration, and AI-driven design1Platforms based on gum biopolymers for controlled drug delivery0Current progress in microencapsulation of spice essential oils: Bridging conventional and novel approaches for improved stability, controlled release, and bioactivity preservation0Sustainable drug delivery systems: Biodegradable carriers for a carbon–neutral pharma future0Smart biomaterials for precision drug delivery: emerging strategies for site-specific targeting and controlled therapeutic release0Next-generation liquid chromatography in pharmaceutical quality control: AQbD, ICH Q14/Q2(R2), and green analytics0

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  1. The Application of Machine Learning in the Development of Co-Amorphous Dry Powder Inhalation

    AAPS PharmSciTech · 2026-05-05

    Ziling Zhou, Xian Chen, Yuxin Liu, Rongjiao Zheng, Junxiang Huang, Xin Pan, Chuanbin Wu, Junhuang Jiang

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  2. Innovative wound nanofiber mats: revolutionizing wound care through quality by design and artificial intelligence

    Biomedical Materials Science · 2026-05-08

    Oluwatosin David Abodunrin, Ebenezer Oluwatosin Atoyebi, Meriame Bricha, Khalil El Mabrouk

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  3. Next-generation nanomedicine for MDR-TB: PROTAC nanocarriers, granuloma penetration, and AI-driven design

    Journal of Drug Delivery Science and Technology · 2026-07-01

    Atul Chaudhari, Eknath B. Kole, Rahul Shankar Tade, Aniruddha Chatterjee, Jitendra Naik

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  4. Platforms based on gum biopolymers for controlled drug delivery

    Materials Today Sustainability · 2026-07-09

    Donya Esmaeilpour, Matineh Ghomi, Abolfazl Jahani, Ehsan Nazarzadeh Zare‬, Hassan Karimi-Maleh

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  5. Current progress in microencapsulation of spice essential oils: Bridging conventional and novel approaches for improved stability, controlled release, and bioactivity preservation

    Food Bioscience · 2026-08-17

    Samridhi Singh, Rajat Suhag, Yogesh Kumar, Murlidhar Meghwal, Alfredo Cassano

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  6. Sustainable drug delivery systems: Biodegradable carriers for a carbon–neutral pharma future

    Drug Discovery Today · 2026-08-19

    Wasim Akram, Kantrol Kumar Sahu

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  7. Smart biomaterials for precision drug delivery: emerging strategies for site-specific targeting and controlled therapeutic release

    Frontiers in Biomaterials Science · 2026-09-10

    Sivakumar Singaravelu, Rajkamal Balu, Chinnaiyan Senthilkumar, Jayabalan Jayaprakash

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  8. Next-generation liquid chromatography in pharmaceutical quality control: AQbD, ICH Q14/Q2(R2), and green analytics

    Microchemical Journal · 2026-09-23

    Muneeb Ur Rahman, Habiba Akram, Hannan Sadiq, Rehan Khan, Maliha Shah, Erwin Adams

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