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Papers citing Artificial intelligence-enabled smart mechanical metamaterials: advent and future trends

  1. Anisotropic Nature of Lightweight Wooden Metamaterials with Mechanical/Thermomechanical Multistability

    Advanced Functional Materials · 2023-08-08

    Yushan Yang, Baokang Dang, Chao Wang, Yipeng Chen, Kaicong Chen, Xinjie Chen, Yingying Li, Qingfeng Sun

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  2. Machine learning assisted intelligent design of meta structures: a review

    Microstructures · 2023-08-18

    Liangshu He, Yan Li, Daniel Torrent, Xiaoying Zhuang, Timon Rabczuk, Yabin Jin

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  3. Acoustic and mechanical metamaterials for energy harvesting and self-powered sensing applications

    Materials Today Energy · 2023-08-20

    Geon Lee, Seong-Jin Lee, Junsuk Rho, Miso Kim

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  4. Mechanical metamaterials and beyond

    Nature Communications · 2023-09-26

    Pengcheng Jiao, Jochen Mueller, Jordan R. Raney, Xiaoyu Zheng, Amir H. Alavi

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  5. Application of Artificial Intelligence in Regenerative Medicine

    The Neuroscience Journal of Shefaye Khatam · 2023-10-01

    Hekmat Farajpour, Behnaz Banimohamad‐Shotorbani, Maryam Rafiei-Baharloo, Hajie Lotfi

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  6. Applying machine learning to assess the morphology of sculpted teeth

    Journal of Dental Sciences · 2023-10-05

    Fang-Yu Fan, Wei‐Chun Lin, Huei‐Yu Huang, Yung‐Kang Shen, Yung‐Chun Chang, Hengyu Li, Muhammad Ruslin, Sheng‐Yang Lee

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  7. Computational study on the torsional properties of bioinspired tubular metamaterials

    Mechanics of Advanced Materials and Structures · 2023-10-05

    Angel Mora, Jocelyn Palancares-Díaz, Julio Varela-Soriano, Moisés Jiménez-Martínez, Armando Roman‐Flores, Leonardo Israel Farfan Cabrera, Enrique Cuan‐Urquizo

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  8. Rational designs of mechanical metamaterials: Formulations, architectures, tessellations and prospects

    Materials Science and Engineering R Reports · 2023-10-07

    Jie Gao, Xiaofei Cao, Xiaofei Cao, Mi Xiao, Yang Zhi-qiang, Xiaoqiang Zhou, Ying Li, Liang Gao, Wentao Yan, Timon Rabczuk, Yiu‐Wing Mai

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  9. AI‐Based Metamaterial Design for Wearables

    Advanced Sensor Research · 2023-10-15

    Defne Yigci, Abdollah Ahmadpour, Savaş Taşoğlu

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  10. Neural Networks for Constitutive Modeling: From Universal Function Approximators to Advanced Models and the Integration of Physics

    Archives of Computational Methods in Engineering · 2023-10-17

    Johannes Dornheim, Lukas Morand, Hemanth Janarthanam Nallani, Dirk Helm

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  11. Harnessing machine mechanisms to continuously reprogram metamaterials

    Matter · 2023-11-01

    Mohammad Mirkhalaf, Ahmad Rafsanjani

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  12. Machine Intelligence in Metamaterials Design

    Unknown journal · 2023-11-02

    Gabrielis Cerniauskas, Haleema Sadia, Parvez Alam

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  13. Modélisation électro-thermomécanique et lois d'écoulement neuronales pour la simulation du comportement des alliages métalliques lors d'essais Gleeble

    Unknown journal · 2023-11-07

    Pierre Tize Mha

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  14. A New Method to Predict Damage to Composite Structures Using Convolutional Neural Networks

    Materials · 2023-11-17

    Laurent Mezeix, Ainhoa Soldevila Rivas, Antonin Relandeau, Christophe Bouvet

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  15. On the use of Machine Learning modeling tools in chemical process and product engineering

    Unknown journal · 2023-11-24

    Cindy Trinh

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  16. Additive Manufacturing for Complex Geometries in Polymer Composites

    Advances in material research and technology · 2023-11-30

    Juventino López‐Barroso, Cynthia Graciela Flores‐Hernandez, Ana Laura Martínez‐Hernández, Gonzalo Martínez‐Barrera, Carlos Velasco‐Santos

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  17. Ultra‐Stretchable Kirigami Piezo‐Metamaterials for Sensing Coupled Large Deformations

    Advanced Science · 2023-12-03

    Luqin Hong, Hao Zhang, Tobias Kraus, Pengcheng Jiao

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  18. Fractal design of 3D-printing mechanical metamaterial undergoing tailorable zero Poisson’s ratio

    Smart Materials and Structures · 2023-12-05

    Yuheng Liu, Haibao Lu, Denvid Lau

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  19. Innovative Evolutionary Algorithm for the Design and Optimization of Meta-material Absorbers in the Solar Spectrum

    IEEE International Conference on Telecommunications and Photonics (ICTP) · 2023-12-21

    Arif Istiak Abeg, Abdul Khaleque, A B M Arafat Hossain, Emad Hossain Likhon

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  20. Artificial Intelligence-Based Engineering Applications a Comprehensive Review of Application Areas, Impacts and Challenges

    Engineering cyber-physical systems and critical infrastructures · 2024-01-01

    Bekir Aksoy, Osamah Khaled Musleh SALMAN, Özge EKREM, Nergiz AYDIN, Mehmet Yücel

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  21. Coupling Chiral Cuboids with Wholly Auxetic Response

    Research · 2024-01-01

    Jiajun Wang, Zhaochang Chen, Pengcheng Jiao, Amir H. Alavi

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  22. High quality factor double negative metamaterial for textile fabric and fabric moisture sensing applications

    Journal of Industrial Textiles · 2024-01-01

    Md. Bakey Billa, Mohammad Tariqul Islam, Touhidul Alam, Saleh Mohammad Albadran, Ahmed A. Alzamil, Ahmed S. Alshammari, Haitham Alsaif, Md. Shabiul Islam, Mohamed S. Soliman

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  23. Machine intelligence in metamaterials design: a review

    Oxford Open Materials Science · 2024-01-01

    Gabrielis Cerniauskas, Haleema Sadia, Parvez Alam

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  24. Vision-based tactile intelligence with soft robotic metamaterial

    Materials & Design · 2024-01-11

    Tianyu Wu, Yujian Dong, Xiaobo Liu, Xudong Han, Yang Xiao, Jinqi Wei, Fang Wan, Chaoyang Song

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  25. Energy-absorbing particles for enhanced mechanical performance of asphalt's aggregate skeleton

    Construction and Building Materials · 2024-01-24

    Laura Traseira-Piñeiro, Mahdi Bodaghi, Athina Grizi, Álvaro García, Gabriele Albertini

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  26. Assessment of 3D printed mechanical metamaterials for prosthetic liners

    Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine · 2024-01-27

    Kirstie M. Devin, Jinghua Tang, Andrew Hamilton, David Moser, Liudi Jiang

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  27. Wave Manipulation in Intelligent Metamaterials: Recent Progress and Prospects

    Advanced Functional Materials · 2024-03-11

    Bin Wu, Wei Juan Jiang, Jiaqing Jiang, Zinan Zhao, Yuqi Tang, Weijian Zhou, Weiqiu Chen

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  28. A critical review on the application of machine learning in supporting auxetic metamaterial design

    Journal of Physics Materials · 2024-03-13

    Chonghui Zhang, Yaoyao Fiona Zhao

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  29. Programmable mechanical metamaterials: basic concepts, types, construction strategies—a review

    Frontiers in Materials · 2024-03-20

    Chenyang Liu, Xi Zhang, Jiahui Chang, You Lyu, Jianan Zhao, Song Qiu

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  30. Design and macroscopic mechanical responses of auxetic metamaterials with tunable stiffness

    Materials & Design · 2024-04-02

    Shangbin Wang, Junxian Guo, Andras Biczo, Ning Feng

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  31. 4D-printed reusable metamaterial via shape memory effect for energy dissipation

    International Journal of Mechanical Sciences · 2024-04-20

    Di Zhang, Meiyu Li, Na Qiu, Jie Yang, Chi Wu, Grant P. Steven, Qing Li, Jianguang Fang

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  32. AI-Based Metamaterial Design

    ACS Applied Materials & Interfaces · 2024-05-29

    Ece Tezsezen, Defne Yigci, Abdollah Ahmadpour, Savaş Taşoğlu

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  33. Accelerating the design of lattice structures using machine learning

    Scientific Reports · 2024-06-13

    Aldair E. Gongora, Caleb Friedman, Deirdre K. Newton, Timothy D. Yee, Zachary D. Doorenbos, Brian Giera, Eric B. Duoss, T. Yong-Jin Han, Kyle Thomas Sullivan, Jennifer N. Rodriguez

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  34. Fiber‐Reinforced Energy‐Absorbing and Vibration‐Isolating Mechanical Metamaterials Based on Triply Periodic Minimal Surfaces

    Advanced Engineering Materials · 2024-06-20

    Hongqing Dai, Heman Xiao, Zhenchao Qiu, Ning Dai, Laishui Zhou

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  35. Few-sample information-enhanced inverse design framework for customizing transmission-modulated elastic metasurfaces

    International Journal of Mechanical Sciences · 2024-06-27

    Zhongzheng Zhang, Hongwei Li, Hongwei Li, Yongquan Liu, Yongquan Liu, Bing Li, Bing Li

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  36. Reconstructing Soft Robotic Touch via In‐Finger Vision

    Advanced Intelligent Systems · 2024-07-17

    Ning Guo, Xudong Han, Shuqiao Zhong, Zhiyuan Zhou, Jian Guo Lin, Fang Wan, Chaoyang Song

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  37. Structural metamaterials with innate capacitive and resistive sensing

    Journal of Materials Science · 2024-08-01

    Kaitlynn Fitzgerald, Ryan G. Smith, Kyle L. Johnson, John Niederhaus, Josh A. Dye, Brad L. Boyce, Kevin T Strong, Benjamin C. White

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  38. Novel symmetry corrugate hierarchical honeycomb for superior crashworthiness

    Thin-Walled Structures · 2024-08-18

    Jun‐Hong Lin, Wenzhen Huang, Yong Zhang, Haoyue Kong, Muhong Jiang, Yiyuan Hong

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  39. Active learning assisted piezoelectric materials synthesis on the basis of composite decision-making

    MedMat. · 2024-09-25

    En Liang Zhao, Tingyu Wang, Yutong Wang, Zeng Fan, Ling Chen, Zhiyuan Zhu, Wei Tang

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  40. Blueprints of Architected Materials: A Guide to Metamaterial Design for Tissue Engineering

    Advanced Materials · 2024-10-06

    Maria Kalogeropoulou, Anna Kracher, Pierpaolo Fucile, Silvia Maria Mihaila, Lorenzo Moroni

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  41. Smart Hydrogel-Based Mechanical Metamaterials: A Review

    ACS Applied Polymer Materials · 2024-10-15

    Sirawit Pruksawan, Zhan Au Chua, Yi Ting Chong, Terence Jun En Loh, Evelyn Ling Ling Ng, Fuke Wang

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  42. Modeling and design of architected structures and metamaterials assisted with artificial intelligence

    Materials Research Express · 2024-12-01

    Angel Mora, Gustavo Herrera-Ramos, Diana L. Ramírez-Gutiérrez, Gildardo Sanchez‐Ante, Rafael Batres, Armando Roman‐Flores, Rita Quetziquel Fuentes-Aguilar, Arturo Molina, Enrique Cuan‐Urquizo

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  43. Artificial Intelligence in Metamaterial Informatics for Sonic Frequency Mechanical Identification Tags

    Advanced Functional Materials · 2024-12-04

    Daniel Saatchi, Myung‐Joon Lee, Tushar Prashant Pandit, Manmatha Mahato, Il‐Kwon Oh

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  44. Reconstruction of Random Structures Based on Generative Adversarial Networks: Statistical Variability of Mechanical and Morphological Properties

    Mathematics · 2024-12-24

    Ташкинов Михаил Анатольевич, Yulia Pirogova, Evgeniy Kononov, Aleksandr Shalimov, Vadim V. Silberschmidt

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  45. Analysis of a Novel 3d-Printed Mechanical Metamaterial with Tension-Induced Undulation: Experimental and Numerical Investigations

    SSRN Electronic Journal · 2025-01-01

    Wanderson dos Santos, Alina de Souza Leão Rodrigues, Igor A. Rodrigues Lopes, F.M. Andrade Pires, Sérgio Persival Baroncini Proença, Zilda de Castro Silveira

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  46. Convolutional autoencoder for on-demand parametric inverse design of local resonator geometry in wind turbine metastructure targeting vibration control

    Artificial intelligence for engineering design analysis and manufacturing · 2025-01-01

    Mohammadreza Sahaf Naeini, Marcela Machado, Maciej Dutkıewıcz

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  47. Design of Intelligent Structural Sensors for Civil Engineering Using Intelligent Digital Modeling Technology

    Sustainable civil infrastructures · 2025-01-01

    Peiliu Shao, Chuan Lei

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  48. Inverse Design of Two-Dimensional Nonlinear Mechanical Metamaterials Via Deep Learning

    SSRN Electronic Journal · 2025-01-01

    Yuanlong Wang, Siyu Li, Siyu Huang, Chenlong Zhang, Qi Jin, Qiang Gao, Chunyan Wang, Wanzhong Zhao

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  49. Optical Metamaterials and Artificial Intelligence in Aerospace Sensing

    Progress in optical science and photonics · 2025-01-01

    V Ankith, Farhan Ahmed Khan, T. R. Harsha, Likewin Thomas, Prabhanjana K, Rajath R. Pai

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  50. Self-organization of photonic structures in colloidal crystals in the AI era

    Nanoscale Advances · 2025-01-01

    Neha Yadav, Mingming Liu, Yongling Wu, Ashish Yadav, Hongyu Y. Zheng

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