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Papers citing Integrated data-driven modeling and experimental optimization of granular hydrogel matrices

  1. 3D printing microporous scaffolds from modular bioinks containing sacrificial, cell-encapsulating microgels

    Biomaterials Science · 2023

    Alexis J. Seymour, David Kilian, Renato S. Navarro, Sarah M. Hull, Sarah C. Heilshorn

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  2. Granular Hydrogels in Biofabrication: Recent Advances and Future Perspectives

    Advanced Healthcare Materials · 2023

    Andrew C. Daly

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  3. AI-enabled organoids: Construction, analysis, and application

    Bioactive Materials · 2023

    Long Bai, Yan Wu, Guangfeng Li, Wencai Zhang, Hao Zhang, Jiacan Su

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  4. Multimaterial 3D and 4D Bioprinting of Heterogenous Constructs for Tissue Engineering

    Advanced Materials · 2023

    Annan Chen, Wanying Wang, Zhengyi Mao, Yunhu He, Shiting Chen, Guo Liu, Jin Dong Su, Pei Feng, Yusheng Shi, Chunze Yan, Jian Lü

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  5. Spectral operator learning for parametric PDEs without data reliance

    Computer Methods in Applied Mechanics and Engineering · 2023

    Jun‐Ho Choi, Taehyun Yun, Namjung Kim, Youngjoon Hong

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  6. The microparticulate inks for bioprinting applications

    Materials Today Bio · 2023

    Chuanfeng An, Shiying Zhang, Ji‐Qing Xu, Yujie Zhang, Zhenzhen Dou, Fei Shao, Canling Long, Jianhua Yang, Huanan Wang, Jia Liu

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  7. In situ polymer gelation in confined flow controls intermittent dynamics

    Soft Matter · 2024

    Barrett Smith, Sara M. Hashmi

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  8. Methods to achieve tissue-mimetic physicochemical properties in hydrogels for regenerative medicine and tissue engineering

    Journal of Materials Chemistry B · 2024

    Rabia Fatima, Bethany Almeida

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  9. Enhancing quality control in bioprinting through machine learning

    Biofabrication · 2024

    Amedeo Franco Bonatti, Giovanni Vozzi, Carmelo De Maria

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  10. Granular Hydrogels Improve Myogenic Invasion and Repair after Volumetric Muscle Loss

    Advanced Healthcare Materials · 2024

    Gabrielle I. Tanner, Leia Schiltz, Niharika Narra, Marxa Leão Figueiredo, Taimoor H. Qazi

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  11. Forced capillary wetting of viscoelastic fluids

    Journal of Colloid and Interface Science · 2024

    Xiong Wang, Yijun Zeng, Zhenyue Yuan, Feipeng Chen, Wai Kin Lo, Yongjiu Yuan, Tong Li, Xiao Yan, Steven Wang

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  12. Open-Loop Control System for High Precision Extrusion-Based Bioprinting Through Machine Learning Modeling

    Journal of Machine Engineering · 2024

    Javier Arduengo, Nicolas Hascoët, Francisco Chinesta C, Jean-Yves Hascoët

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  13. Harnessing the power of artificial intelligence for human living organoid research

    Bioactive Materials · 2024

    Hui Wang, Xiangyang Li, Xiaoyan You, Guoping Zhao

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  14. Microfluidic-Assisted Pneumatic Droplet Generators Designed for Multiscenario Biomanufacturing with Favorable Biocompatibility and Extendibility

    ACS Biomaterials Science & Engineering · 2024

    Zhongqiao Gan, Haitao Liu, Xinyuan Qin, Kaituo Wang, Xiang Li, Fuwei Xie, Jianhua Qin

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  15. Machine Learning Driven Optimization for High Precision Cellular Droplet Bioprinting

    bioRxiv (Cold Spring Harbor Laboratory) · 2024

    Jaemyung Shin, Minseok Kang, Kinam Hyun, Zhangkang Li, Hitendra Kumar, Kangsoo Kim, Kangsoo Kim, Simon S. Park, Keekyoung Kim, Keekyoung Kim

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  16. Forced Wetting of Shear-Thinning Fluids in Confined Capillaries

    Langmuir · 2024

    Xiong Wang, Zhenyue Yuan, Feipeng Chen, Xiaoxue Yao, Fanfei Yu, Steven Wang

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  17. Engineered Shape‐Morphing Transitions in Hydrogels Through Suspension Bath Printing of Temperature‐Responsive Granular Hydrogel Inks

    Advanced Materials · 2024

    Keisuke Nakamura, Nikolas Di Caprio, Jason A. Burdick

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  18. Leveraging Deep Learning and Generative AI for Predicting Rheological Properties and Material Compositions of 3D Printed Polyacrylamide Hydrogels

    Gels · 2024

    Sakib Mohammad, Rafee Akand, Kaden M. Cook, Sabrina Nilufar, Farhan Chowdhury

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  19. Data-driven techniques in rheology: Developments, challenges and perspective

    Current Opinion in Colloid & Interface Science · 2024

    Deepak Mangal, Anushka Jha, Donya Dabiri, Safa Jamali

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  20. AI-driven 3D bioprinting for regenerative medicine: From bench to bedside

    Bioactive Materials · 2024

    Zhenrui Zhang, Xianhao Zhou, Yongcong Fang, Zhuo Xiong, Ting Zhang

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  21. Leveraging printability and biocompatibility in materials for printing implantable vessel scaffolds

    Materials Today Bio · 2024

    Tianhong Chen, Haihong Jiang, Ruoxuan Zhang, Fan He, Ning Han, Zhimin Wang, Jia Jia

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  22. Intelligent Generic High‐Throughput Oscillatory Shear Technology Fabricates Programmable Microrobots for Real‐Time Visual Guidance During Embolization

    Small · 2024

    Xuqi Peng, Haitian Tang, Zhenwen Zhao, Yating Zheng, Xiran Gui, Aijun Jiang, Pan He, Xiaofei Wen, Qian Zhang, Ziyang Mei, Yesi Shi, Chengchao Chu, Yang Zhang, Gang Liu

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  23. Polymer gels for aqueous metal batteries

    Progress in Materials Science · 2025

    Tianfu Zhang, Keliang Wang, Hengwei Wang, Manhui Wei, Zhuo Chen, Daiyuan Zhong, Yu Chen, Pucheng Pei

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  24. Application of human cardiac organoids in cardiovascular disease research

    Frontiers in Cell and Developmental Biology · 2025

    Hongyan Zhang, Peng Qu, Jun Liu, Panke Cheng, Qian Lei

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  25. Data-driven psychorheology: application to yogurt sensory texture analysis

    Rheologica Acta · 2025

    So Jeong Oh, Sung‐Ryul Kim, Jun Dong Park

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  26. The application of organoids in investigating immune evasion in the microenvironment of gastric cancer and screening novel drug candidates

    Molecular Cancer · 2025

    Liuyue Kan, Yingyan Yu, Yaxue Wang, Lei Shi, Tingyuan Fan, Hui Chen, Chuanli Ren

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  27. Machine Learning‐Enhanced Optimization for High‐Throughput Precision in Cellular Droplet Bioprinting

    Advanced Science · 2025

    Jaemyung Shin, Ryan Kang, Kinam Hyun, Zhangkang Li, Hitendra Kumar, Kangsoo Kim, Kangsoo Kim, Simon S. Park, Keekyoung Kim, Keekyoung Kim

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  28. Investigation of Thermomechanical Properties of Hollow Glass Microballoon-Filled Composite Materials Developed by Additive Manufacturing with Machine Learning Validation

    Polymers · 2025

    Md Sakhawat Hossain, Sazid Noor Rabi, Sakib Mohammad, Kaden Cook, Farhan Chowdhury, Sabrina Nilufar

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  29. Generalizing Gelatin Methacryloyl Granular Hydrogel Fabrication Using Stable Microgels with Predictable Stiffness

    Advanced Healthcare Materials · 2025

    Yuanhui Xiang, Zaman Ataie, Angie Castro, KyungBae Woo, Amir Sheikhi

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  30. Artificial intelligence unlocks the future of oral organoid research

    Translational dental research. · 2025

    Ying Shi, Lin Wang, Heng Ji, Kin Liao, Vincent Chan, Weitao Li, Nicolae Goga, Winfred Ofoe Larkotey, Wenya Shu, Tianjian Lu, Yulong Han

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  31. Material extrusion of biomaterials for transformative biomedical applications

    Bioprinting · 2025

    Wan Sharuzi Wan Harun, Juliana Jumadi, Lena Shaghlil, K. Kadirgama, Safian Sharif, Farhana Mohd Foudzi, Thirugnanasambandam Arunkumar, Md. Hazrat Ali, Tsumori Fujio

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  32. Granular Hydrogels as Modular Biomaterials: From Structural Design to Biological Responses

    Advanced Healthcare Materials · 2025

    Asmasadat Vaziri, Renata Maia, Pei Zhang, Liliana Agresti, Jelmer Sjollema, Mohammad‐Ali Shahbazi, Hélder A. Santos

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  33. Artificial intelligence-enabled Bioprinting 5.0

    Bio-Design and Manufacturing · 2025

    Long Bai, Yi Zhang, Sicheng Wang, Jinlong Liu, Yuanyuan Liu, Jiacan Su

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  34. Artificial Intelligence in Predicting Performance of Sustainable Marine Materials

    Journal of Mines Metals and Fuels · 2025

    Ghanasham Chandrakant Sarode, Arvind Madhukar Jagtap, Trupti Narayan Pawase, Swati Jaiswal, Neha Joshi, Kasiprasad Mannepalli, Anant Sidhappa Kurhade

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  35. Smart hydrogels for tissue engineering and regenerative medicine: how far have we come

    Regenerative Medicine · 2025

    Jan C. Kwan, Sangeeth Pillai, José G. Munguia-López, Joseph Matthew Kinsella, Simon D. Tran

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  36. The Space Within: How Architected Voids Promote Tissue Formation

    Advanced Materials · 2025

    Anna Puiggalí‐Jou, Isabel B. Hui, Carla Fernandez Rico, Marcy Zenobi‐Wong

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  37. 3D Printing Colloidal Gels: Navigating the Printability Barrier

    Tissue Engineering Part C Methods · 2025

    Marissa R. Perez, Vasiliki Kolliopoulos, Sadhana A. Chari, Udayabhanu M. Jammalamadaka, Antonios G. Mikos

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  38. AI-driven closed-loop extrusion-based bioprinting system: from dynamic regulation to medical translation

    Bioprinting · 2025

    Dongxu Ke

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  39. Artificial Intelligence Informed Hydrogel Biomaterials in Additive Manufacturing

    Gels · 2025

    Zhizhou Zhang, Zach Z. Tao, Ruiling Du, Runxin Huo, Xiangrui Zheng

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  40. Three-dimensional (3D) bioprinting based on microgel: design, properties, and applications

    Current Opinion in Solid State and Materials Science · 2025

    Sorour Sadeghzade, Ajinkya Nene, Chengchen Guo

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  41. Introduction

    Springer eBooks · 2026

    Juntian Qu

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  42. Manipulation of close-packed hydrogel microbeads in microscale channels: A review on fundamentals and biomedical applications

    Biomicrofluidics · 2026

    Qiuji Li, Wenhao Liu, Xiaomin Cheng, Xing Huang, Zhongbin Xu

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  43. Technical Challenges and Future Trends

    Springer eBooks · 2026

    Juntian Qu

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  44. Chitosan/MXene hydrogels for biomedical and self-powered health-monitoring bioelectronics: Challenges and strategic solutions

    International Journal of Biological Macromolecules · 2026

    Annu, Sung Soo Han, Dong Kil Shin

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  45. Research Progress in Artificial Intelligence-Assisted Preparation of High-Quality Biomaterials

    ACS Omega · 2026

    De Wei, Ze Wang, Hao Lin, Xiao Ping Yin, Yi Wang

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  46. Microengineered Gradient Hydrogels for Mechanobiology

    Advanced Healthcare Materials · 2026

    Shin Wei Chong, Deepu Ashok, Anna Waterhouse, Marcela Bilek, Daniele Vigolo

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  47. Machine-Learning-Enabled Hydrogel Biosensors for Wearable Health Monitoring

    Gels · 2026

    Zhizhou Zhang

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  48. Artificial intelligence-enabled organoids and organ-on-a-chip for pioneering biomedical platforms

    Bio-Design and Manufacturing · 2026

    Yixu Zhao, Diantong Xie, Hui Liu, Bo Peng, Xiaorui Li, Xudong Wang, Yubing Leng, Jingkai Liu, Tianyu Yang, Hongxin Li, Zizheng Deng, Shiyao Chen, Ruibao Chen, Kairui Sun, Yingran Liu, Yu Wang, Shengtao Zhu, Fuyin Zheng, Yubo Fan

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  49. Machine learning–guided design of cooperative multi-size hydrogel microspheres for osteoarthritis therapy

    Biomaterials · 2026

    X CHEN, Yuanman Yu, Zirui He, Lina Pan, Jing Wang, C LIU

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  50. Rise and fall of void population governs the porous-to-solid transition in soft granular materials

    Journal of the Mechanics and Physics of Solids · 2026

    Jyoti Sonawane, Srinivas Selvaraju, Priyanka Nayar, Prashant K. Purohit, Shailendra P. Joshi

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