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RESEARCH PAPER · Journal of Dental Research · 2025

Materials Informatics Opens the Door for Dental Materials Development

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

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42 direct citing works

Materials Informatics Opens the Door for Dental Materials DevelopmentOriginalEpistemic Saturation in Materials Informatics: When More Data Stops Adding Meaning0Enhancing Dental Polymer Formulation through Interpretable Machine Learning: A Comparative Analysis of Feature Selection and Algorithm Performance0Laboratory-based additive modifications in glass ionomer cements: A scoping review using a systematic data mining and trend analysis framework (2015-2024)4Enhancing Dental Polymer Formulation through Interpretable Machine Learning: A Comparative Analysis of Feature Selection and Algorithm Performance0Materials informatics for glass ionomer cements: key features and design1AI-Driven Biomechanics-Relevant Mechanical Characterization of ZnO Nanoparticles Synthesized by Pulsed Nd: YAG Laser for Dental Restoration Applications0Effect of Ceramic Substrate on the Durability of Universal Stain and Glaze Systems1Diagnostic and localization performance of multimodal large language models in the interpretation of dental periapical radiographs1Tribology of dental materials: from laboratory metrics to clinical durability: review and translational roadmap0

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  1. Epistemic Saturation in Materials Informatics: When More Data Stops Adding Meaning

    Journal of Artificial Intelligence for Materials Science · 2022-01-01

    Kenji Mori, Yuki Sato, Rina Okabe, Takashi Ito

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  2. Enhancing Dental Polymer Formulation through Interpretable Machine Learning: A Comparative Analysis of Feature Selection and Algorithm Performance

    International Conference on Computer Science and Management Technology (ICCSMT) · 2025-12-26

    Pei-Ting Chung

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  3. Laboratory-based additive modifications in glass ionomer cements: A scoping review using a systematic data mining and trend analysis framework (2015-2024)

    Journal of Dentistry · 2026-01-10

    Kenta Tsuchiya, Sharanbir K. Sidhu, Salvatore Sauro, Jukka Pekka Matinlinna, Hidehiko Sano, Mônica Yamauti, Shuhei Hoshika, James Kit Hon Tsoi, Atsushi Tomokiyo

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  4. Enhancing Dental Polymer Formulation through Interpretable Machine Learning: A Comparative Analysis of Feature Selection and Algorithm Performance

    International Conference on Cryptography, Network Security and Communication Technology (CNSCT) · 2026-01-23

    Pei-Ting Chung

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  5. Materials informatics for glass ionomer cements: key features and design

    Dental Materials · 2026-02-25

    Kenta Tsuchiya, Atsushi Tomokiyo, Lauren Takahashi, Salvatore Sauro, James Kit Hon Tsoi, Jukka Pekka Matinlinna, Mônica Yamauti, Akira Hasebe, Hidehiko Sano, Keisuke Takahashi

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  6. AI-Driven Biomechanics-Relevant Mechanical Characterization of ZnO Nanoparticles Synthesized by Pulsed Nd: YAG Laser for Dental Restoration Applications

    Lasers in Manufacturing and Materials Processing · 2026-03-21

    Fatima M. Abdulwahab, Ghaidaa A. Khalid, Ali Al-Naji

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  7. Effect of Ceramic Substrate on the Durability of Universal Stain and Glaze Systems

    Journal of Esthetic and Restorative Dentistry · 2026-05-18

    Clinton D. Stevens, János Vág, Tariq Alsahafi, Mohammad Almutairi, Neil T. Griseto, Taiseer A. Sulaiman

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  8. Diagnostic and localization performance of multimodal large language models in the interpretation of dental periapical radiographs

    BMC Oral Health · 2026-06-08

    Ömer Hatipoğlu, Muhammed Baytar, Fatma Pertek Hatipoğlu

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  9. Tribology of dental materials: from laboratory metrics to clinical durability: review and translational roadmap

    Frontiers in Oral Health · 2026-09-22

    Naif H. Al-Qahtani, Shahad Alqahtani, Shorooq K. Almajhad, Amjaad M. Almarzoogi, Noha Taymour

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