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RESEARCH PAPER · Nanomaterials · 2025

Intelligent Systems for Inorganic Nanomaterial Synthesis

Cunhao Han, Xinghua Dong, Wang Zhang, Xiaoxia Huang, Linji Gong, Chunjian Su

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42 direct citing works

Intelligent Systems for Inorganic Nanomaterial SynthesisOriginalAnti-neoangiogenic nanodelivery systems: advances in tumor-based and ophthalmic disease research3Applications of Perovskite Wearables in Medical Science1Phytogenic nanoparticles derived from Ocimum sanctum for enhanced biocontrol in industrial crop systems3Quality by digital design for accelerated sustainable nanomedicine development26Preparation optimization and application performance evaluation of magnetic nanomaterials in construction waste treatment1WITHDRAWN: Magnetic nanomaterial-mediated conversion of construction waste into high-performance recycled building materials0The emerging role of machine learning in nanomaterials research: applications, challenges, and future directions8Nanoparticle-mediated bone regeneration: From molecular mechanisms to clinical translation5Magnetic nanomaterial-mediated conversion of construction waste into high-performance recycled building materials0Silver integrated hybrids and nanocomposites for next-generation biomedicine: Beyond antimicrobial coatings toward smart sense–response–heal platforms16Thin Films for Next Generation Technologies: A Comprehensive Review of Fundamentals, Growth, Deposition Strategies, Applications, and Emerging Frontiers52AI-driven design of multifunctional nanomaterials in revolutionizing high-temperature, high-power solutions for space technology: potentials, challenges and perspectives6A new research and development paradigm for pattern-based new traditional Chinese medicine compound preparations: Integrating human use experience with patient-centered principles0Advancements in Two-Photon Polymerization (2PP) for Micro and Nanoscale Fabrication12Lanthanide Nanotheranostics in Radiotherapy2Advanced Nanomaterials Synthesis During Bioenergy Production0Synthesis, Characterization, and Properties of Nanomaterials2AI-driven nanomedicine for cancer theranostics30Artificial Intelligence-Driven Development and Characterization of Nanomedicine18Validated workflows for preparing and characterizing core-stained and surface-labeled fluorescent polymer particles with simple commercial automation tools0Accelerating single-atom ORR catalyst discovery through theory and machine learning: a critical review13Structural, optical, and thermal analysis of co-precipitated ZnSn(OH)6 perovskite0AI Algorithms in Nanocarrier Design0AI Guided Nanocarrier Design and Optimization in Drug Delivery1AI-Driven Nanocarrier Design for Smart Drug Delivery: Bridging Intelligence and Precision in Therapeutics0Artificial Intelligence in Nanotechnology: Advanced Drug Delivery and Sustainable Biotechnology Solutions0Artificial Intelligence-Driven Environmental Biotechnology: Integrating Nanotechnology, Waste Management, and Sustainable Remediation0Challenges and Limitations of Artificial Intelligence in Nanotechnology-Based Drug Delivery and Biotechnology0Editors’ Biographies0Integrating Artificial Intelligence and Nanotechnology in Environmental Biotechnology: Monitoring, Remediation, and Waste Management1Introduction to Artificial Intelligence and Nanotechnology0Preface0Real-World Application of AI in Nanotechnology0Subject Index0Title, Copyright, Foreword0Nanotechnology-mediated podocyte injury repair: mechanistic exploration and therapeutic prospects1Antioxidant Nanotherapies for Intervertebral Disk Degeneration: Progress and Prospects0Self-driving laboratories for sustainable materials discovery: Autonomous experimentation and AI-driven optimization0

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  1. Anti-neoangiogenic nanodelivery systems: advances in tumor-based and ophthalmic disease research

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  2. Applications of Perovskite Wearables in Medical Science

    Engineering materials · 2025-01-01

    Mahdi Darab, Amirmahmoud Bakhshayesh, Maryam Tajabadi

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  3. Phytogenic nanoparticles derived from Ocimum sanctum for enhanced biocontrol in industrial crop systems

    Industrial Crops and Products · 2025-08-07

    Zigong Shao, Quan Cai, Hongmei Du, Haijia Hou, Jian Sun, Zhiye Bao

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  4. Quality by digital design for accelerated sustainable nanomedicine development

    European Journal of Pharmaceutical Sciences · 2025-08-21

    Yousef Ijjeh, Nowar Alsarayreh, Alaa Rifai, Hiba Abdelnabi, Sara Al-Mahamid, Dana A. Alqudah, Hamdi Nsairat, Zainab M. Lafi, Mohamad Ak Mousa, Yusuf Mohammad Al-Hiari, Walhan Alshaer

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  5. Preparation optimization and application performance evaluation of magnetic nanomaterials in construction waste treatment

    Microchemical Journal · 2025-09-20

    Yaning Li, Yan Bai

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  6. WITHDRAWN: Magnetic nanomaterial-mediated conversion of construction waste into high-performance recycled building materials

    Microchemical Journal · 2025-10-01

    Yaning Li, Yan Bai

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  7. The emerging role of machine learning in nanomaterials research: applications, challenges, and future directions

    Journal of Nanoparticle Research · 2025-10-25

    Juhi Jannat Mim, Saifuddun Rakib, Shahana Akter, Jannat Rosul Nisha, Safiullah Khan, Sayma Rahman, Mehedi Hasan Manik, Nayem Hossain

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  8. Nanoparticle-mediated bone regeneration: From molecular mechanisms to clinical translation

    Journal of Controlled Release · 2025-11-17

    Shue Wang, Shengjie Zhai, Bo Wang, Yue Yan, Xiangyu Gong, Zixie Liang, Gabriel Medina, Dominic Mak, Justin Caron, Michael Mak

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  9. Magnetic nanomaterial-mediated conversion of construction waste into high-performance recycled building materials

    Microchemical Journal · 2025-11-24

    Yaning Li, Yan Bai

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  10. Silver integrated hybrids and nanocomposites for next-generation biomedicine: Beyond antimicrobial coatings toward smart sense–response–heal platforms

    Materials Today Bio · 2025-11-26

    Eileen Tabrizi, Bingyun Li

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  11. Thin Films for Next Generation Technologies: A Comprehensive Review of Fundamentals, Growth, Deposition Strategies, Applications, and Emerging Frontiers

    Processes · 2025-11-28

    Ajith P. Arun, Niranjana Sreenivasan, Jagadish H. Patil, Raviraj A. Kusanur, Hemanth L. Ramachandraiah, Mahesh Ramakrishna

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  12. AI-driven design of multifunctional nanomaterials in revolutionizing high-temperature, high-power solutions for space technology: potentials, challenges and perspectives

    Discover Nano · 2025-12-01

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  13. A new research and development paradigm for pattern-based new traditional Chinese medicine compound preparations: Integrating human use experience with patient-centered principles

    Journal of Traditional Chinese Medical Sciences · 2025-12-18

    Hui-Min Tang, Yaqin Tang, Shi-Hao Ni, Yanping Du, Zhong-Qi Yang

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  14. Advancements in Two-Photon Polymerization (2PP) for Micro and Nanoscale Fabrication

    Nanomanufacturing · 2025-12-23

    Prithvi Basu

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  15. Lanthanide Nanotheranostics in Radiotherapy

    International Journal of Molecular Sciences · 2025-12-31

    Shaofeng Han, Yurun Liu, Taoyang Cai, Yanru Liu, Shangjie Ge‐Zhang

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  16. Advanced Nanomaterials Synthesis During Bioenergy Production

    Sustainable landscape planning and natural resources management · 2026-01-01

    Rahel Debbarma, Bibhab Kumar Lodh, Swarup Biswas, Tarun Kanti Bandyopadhyay

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  17. Synthesis, Characterization, and Properties of Nanomaterials

    Advanced structured materials · 2026-01-01

    Shalini Viswanathan, T. S. Adithya, M. Chandana

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  18. AI-driven nanomedicine for cancer theranostics

    Molecular Cancer · 2026-02-13

    Ashutosh Tiwari, Widodo, Dyah Ika Krisnawati, Chih-Yu Chen, Tsung‐Rong Kuo

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  19. Artificial Intelligence-Driven Development and Characterization of Nanomedicine

    BioNanoScience · 2026-03-17

    Nnamdi Ikemefuna Okafor, Nkeiruka N. Igbokwe, Hope Onohuean, Mbuso A. Faya, Yahya Essop Choonara

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  20. Validated workflows for preparing and characterizing core-stained and surface-labeled fluorescent polymer particles with simple commercial automation tools

    Analytical and Bioanalytical Chemistry · 2026-03-18

    Abdelouahad El Abbassi, Paul Christian Fürstenwerth, Christian Würth, Isabella Tavernaro, Ute Resch‐Genger

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  21. Accelerating single-atom ORR catalyst discovery through theory and machine learning: a critical review

    Coordination Chemistry Reviews · 2026-03-21

    Anuj Kumar, Parth Bishnoi, Akshay Parmar, Mohammad Khalid, Mohd Ubaidullah, Abdullah M. Al‐Enizi

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  22. Structural, optical, and thermal analysis of co-precipitated ZnSn(OH)6 perovskite

    Journal of Nanoparticle Research · 2026-04-01

    Purva J. Jadav, Sunil H. Chaki, Milind P. Deshpande

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  23. AI Algorithms in Nanocarrier Design

    ACS symposium series · 2026-05-18

    Hisham Al-Obaidi, Liam J. Escott, Alex V. Lukyanov, Suha Dadou

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  24. AI Guided Nanocarrier Design and Optimization in Drug Delivery

    ACS symposium series · 2026-05-18

    Amol Dilip Gholap, Pankaj R. Khuspe, Deepali Mane

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  25. AI-Driven Nanocarrier Design for Smart Drug Delivery: Bridging Intelligence and Precision in Therapeutics

    ACS symposium series · 2026-05-18

    Md Jasim Uddin, Sharmin Lucky, Afsana Akther Dina, Mashiat Labiba, Janifa Ferdous Joya, Sumaiya Ahmed, Amol Dilip Gholap

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  26. Artificial Intelligence in Nanotechnology: Advanced Drug Delivery and Sustainable Biotechnology Solutions

    ACS symposium series · 2026-05-18

    Mika Sillanpää1, Donya Esmaeilpour

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  27. Artificial Intelligence-Driven Environmental Biotechnology: Integrating Nanotechnology, Waste Management, and Sustainable Remediation

    ACS symposium series · 2026-05-18

    Samson Olusegun Afolabi, Екатерина Владимировна Скорб, Sergey Shityakov

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  28. Challenges and Limitations of Artificial Intelligence in Nanotechnology-Based Drug Delivery and Biotechnology

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  29. Editors’ Biographies

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  30. Integrating Artificial Intelligence and Nanotechnology in Environmental Biotechnology: Monitoring, Remediation, and Waste Management

    ACS symposium series · 2026-05-18

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  31. Introduction to Artificial Intelligence and Nanotechnology

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  32. Preface

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  33. Real-World Application of AI in Nanotechnology

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  34. Subject Index

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  35. Title, Copyright, Foreword

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  36. Nanotechnology-mediated podocyte injury repair: mechanistic exploration and therapeutic prospects

    Renal Failure · 2026-05-24

    Han Zhu, Pinyao Liang, Houjing Liu, Shulian Chen, Guobiao Liang

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  37. Antioxidant Nanotherapies for Intervertebral Disk Degeneration: Progress and Prospects

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  38. Self-driving laboratories for sustainable materials discovery: Autonomous experimentation and AI-driven optimization

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