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RESEARCH PAPER · Nanomaterials · 2020

Artificial Intelligence Aided Design of Microtextured Surfaces: Application to Controlling Wettability

Andrés Díaz Lantada, Francisco Franco Martínez, Stefan Hengsbach, Florian Rupp, Richard Thelen, Klaus Bade

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42 direct citing works

Artificial Intelligence Aided Design of Microtextured Surfaces: Application to Controlling WettabilityOriginalArtificial Intelligence Aided Design of Tissue Engineering Scaffolds Employing Virtual Tomography and 3D Convolutional Neural Networks107Machine Learning Assisted Nanomaterials as Super hydrophobic Coatings for Antiviral Functionalities to Fight COVID-190Tribo-informatics approaches in tribology research: A review93Hybrid design and prototyping of metamaterials and metasurfaces23Effects of surface patterning and topography on the cellular functions of tissue engineered scaffolds with special reference to 3D bioprinting42Research progress on coping strategies for the fluid-solid erosion wear of pipelines40Unleashing the Power of Artificial Intelligence in Materials Design179TRIBOLOGY INTERFACE OVER DIGITAL TECHNOLOGIES AND ENVISAGING TRIBOLOGY WITH PATENT LANDSCAPE — A QUEER REVIEW1AI for tribology: Present and future85Nature-Inspired Superhydrophobic Coating Materials: Drawing Inspiration from Nature for Enhanced Functionality131Two-photon lithography for customized microstructured surfaces and their influence on wettability and bacterial load5Additive manufacturing of micropatterned functional surfaces: a review49Fostering creativity in engineering design through constructive dialogues with generative artificial intelligence10AI-Assisted 3D Modeling Strategy for Microstructure-Based Functional Surfaces Using ChatGPT and Random Forest3Dependence of Environmental Sensitivity on Microtexture0Role of artificial intelligence in data-centric additive manufacturing processes for biomedical applications18A Machine Learning Model for the Prediction of Water Contact Angles on Solid Polymers24An optimization study on the effect of laser textured micro-pattern on tribological behavior of thin superelastic NiTi sheet6Multifunctional Micro/Nanostructured Interfaces, Fabrication Technologies, Wetting Control, and Future Prospects53D Printing for Super‐Wetting Surfaces6Predicting fs-laser-induced NV centers with PCA and neural networks0Additive manufacturing and generative design of microtextured surfaces for modified wettability using SiO2 nanocomposite resin0Bioinspired Adaptive Surfaces for Intelligent Liquid Manipulation: Progressing From Passive and Active to Hybrid Strategies1

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  1. Artificial Intelligence Aided Design of Tissue Engineering Scaffolds Employing Virtual Tomography and 3D Convolutional Neural Networks

    Materials · 2021-09-14

    María Dolores Bermejillo Barrera, Francisco Franco Martínez, Andrés Díaz Lantada

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  2. Machine Learning Assisted Nanomaterials as Super hydrophobic Coatings for Antiviral Functionalities to Fight COVID-19

    Engineering and Scientific International Journal · 2021-12-27

    J. Dhivya Saranya, S. Hepziba Suganthi, Sheena Christabel Pravin, V. S. Selvakumar

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  3. Tribo-informatics approaches in tribology research: A review

    Friction · 2022-05-02

    Nian Yin, Zhiguo Xing, Ke He, Zhinan Zhang

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  4. Hybrid design and prototyping of metamaterials and metasurfaces

    Virtual and Physical Prototyping · 2022-07-21

    Francisco Franco Martínez, Christian Grasl, Erik Kornfellner, Matthias Vostatek, Adrián Martínez Cendrero, Francesco Moscato, Andrés Díaz Lantada

    Read original paper ↗ ·

  5. Effects of surface patterning and topography on the cellular functions of tissue engineered scaffolds with special reference to 3D bioprinting

    Biomaterials Science · 2022-12-19

    Jaideep Adhikari, Avinava Roy, Amit Chanda, D.A. Gouripriya, Sabu Thomas, Manojit Ghosh, Jinku Kim, Prosenjit Saha

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  6. Research progress on coping strategies for the fluid-solid erosion wear of pipelines

    Powder Technology · 2023-03-20

    Haiyue Yu, Haonan Liu, Shuaijun Zhang, Junqiu Zhang, Zhiwu Han

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  7. Unleashing the Power of Artificial Intelligence in Materials Design

    Materials · 2023-08-30

    Silvia Badini, Stefano Regondi, Raffaele Pugliese

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  8. TRIBOLOGY INTERFACE OVER DIGITAL TECHNOLOGIES AND ENVISAGING TRIBOLOGY WITH PATENT LANDSCAPE — A QUEER REVIEW

    Surface Review and Letters · 2024-01-08

    Velusamy Rajakumareswaran, Narender Chinthamu, M. MURALI, D. Balaji

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  9. AI for tribology: Present and future

    Friction · 2024-03-12

    Nian Yin, Pufan Yang, Songkai Liu, Shuaihang Pan, Zhinan Zhang

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  10. Nature-Inspired Superhydrophobic Coating Materials: Drawing Inspiration from Nature for Enhanced Functionality

    Micromachines · 2024-03-13

    Subodh Barthwal, Subodh Barthwal, Surbhi Uniyal, Sumit Barthwal, Sumit Barthwal

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  11. Two-photon lithography for customized microstructured surfaces and their influence on wettability and bacterial load

    3D Printing in Medicine · 2024-04-17

    Sophie Nilsson Zagiczek, Matthias Weiss-Tessbach, Manuel Kussmann, Doris Moser, Martin Stoiber, Francesco Moscato, Heinrich Schima, Christian Grasl

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  12. Additive manufacturing of micropatterned functional surfaces: a review

    International Journal of Extreme Manufacturing · 2024-04-23

    Aditya Chivate, Chi Zhou

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  13. Fostering creativity in engineering design through constructive dialogues with generative artificial intelligence

    Cell Reports Physical Science · 2024-08-16

    William Solórzano-Requejo, Francisco Franco Martínez, Carlos Aguilar Vega, Rodrigo Zapata Martínez, Adrián Martínez Cendrero, Andrés Díaz Lantada

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  14. AI-Assisted 3D Modeling Strategy for Microstructure-Based Functional Surfaces Using ChatGPT and Random Forest

    Machines · 2024-12-18

    Younghun Noh, Sucheong Park, Sung Ho Lee

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  15. Dependence of Environmental Sensitivity on Microtexture

    Materials horizons · 2025-01-01

    Darothi Bairagi, Pallabi Bhuyan, Rahul Rakshit, Sumantra Mandal

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  16. Role of artificial intelligence in data-centric additive manufacturing processes for biomedical applications

    Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials · 2025-02-25

    Saman Mohammadnabi, Nima Moslemy, Hadi Taghvaei, Abdul Wasy Zia, Sina Askarinejad, Faezeh Shalchy

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  17. A Machine Learning Model for the Prediction of Water Contact Angles on Solid Polymers

    The Journal of Physical Chemistry B · 2025-03-03

    Jose Sena, Linus O. Johannissen, Jonny James Blaker, Sam Hay

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  18. An optimization study on the effect of laser textured micro-pattern on tribological behavior of thin superelastic NiTi sheet

    Colloids and Surfaces A Physicochemical and Engineering Aspects · 2025-05-26

    Mariam Maroof, R. Sujithra, Ravi Prakash Tewari

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  19. Multifunctional Micro/Nanostructured Interfaces, Fabrication Technologies, Wetting Control, and Future Prospects

    Advanced Materials Interfaces · 2025-08-21

    Seo Rim Park, Myung‐Seo Kim, Seong Min Yoon, Seo Na Yoon, Yu Han, Sun Hye Yoon, Jun Ho Song, Na Ye Jang, Chae Hyeok Yoon, Woo Young Kim, Seok Kim, Young Tae Cho

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  20. 3D Printing for Super‐Wetting Surfaces

    Advanced Materials Technologies · 2025-09-18

    Yuzhe Zhang, Yuzhe Zhang, Yujie Xue, M. M. Li, Yuhan Zhang, Yuhan Zhang

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  21. Predicting fs-laser-induced NV centers with PCA and neural networks

    Optical Materials · 2026-01-23

    Murilo Neco Saraiva, O.D. Marbello, Lucas Konaka Nolasco, Renan Souza Cunha, Lucas Nunes Sales de Andrade, Sérgio Ricardo Muniz, Cléber Renato Mendonça

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  22. Additive manufacturing and generative design of microtextured surfaces for modified wettability using SiO2 nanocomposite resin

    MRS Communications · 2026-07-30

    Miguel Puebla Blanco, José Manuel Diabb Zavala, Nasser Mohamed‐Noriega, Mario Alberto Bello Gómez, Jesús Gabino Puente-Córdova, Juan Francisco Luna Martínez, Oscar Alejandro González González

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  23. Bioinspired Adaptive Surfaces for Intelligent Liquid Manipulation: Progressing From Passive and Active to Hybrid Strategies

    Advanced Materials · 2026-08-06

    Jiaqi Miao, Yiyuan Zhang, Liqiu Wang, Alan Cheng Hou Tsang

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