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RESEARCH PAPER · Advanced Science · 2023

Synergistic D‐Amino Acids Based Antimicrobial Cocktails Formulated via High‐Throughput Screening and Machine Learning

Jingzhi Yang, Yami Ran, Shaopeng Liu, Chenhao Ren, Yuntian Lou, Pengfei Ju, Guoliang Li, Xiaogang Li, Dawei Zhang

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42 direct citing works

Synergistic D‐Amino Acids Based Antimicrobial Cocktails Formulated via High‐Throughput Screening and Machine LearningOriginalD-amino acid/gentamicin loaded zwitterionic hydrogel coatings with optimized mechanical stability and biofilm inhibition capabilities3Theranostic nano-enabled polyurethane eso-sponges coupled to surface enhanced Raman scattering for detection and control of bacteria killing5Robust Chiral Metal–Organic Framework Coatings for Self‐Activating and Sustainable Biofouling Mitigation76Self‐healing Hydrophobic Antifouling Polymers with Fe 3+ ‐Catechol Coordination Interaction9From Original Ferrocene‐Based Small‐Molecule Design to Multifunctional Supramolecular Bactericides: Their Efficient Applications in Controlling Biofilm‐Associated Bacterial Infections12Combinatorial discovery and investigation of the synergism of green amino acid corrosion inhibitors: Integrating high-throughput experiments and interpretable machine learning approach23Advanced biomaterials for targeting mature biofilms in periodontitis therapy36D-amino acid enhanced the sensitivity of avian pathogenic Escherichia coli to tetracycline and amikacin7In Vitro Evaluation of the Antibacterial Effect and Influence on the Bacterial Biofilm Formation of Glutamic Acid and Some Structural Analogues4Essay: Using Machine Learning for Antibiotic Discovery11The Convergence of Artificial Intelligence and Microfluidics in Drug Research and Development18Mirror Life: Bridging Chirality, Ethics, and the Foundations of Life Creation5Nanomaterials Reinforced Antifouling Coatings: From Strategic Design to Potential Applications28Rapid screening of the stability of polyacrylamide-based hydrogel coatings via droplet microarray analysis and interpretable machine learning7Room-Temperature Self-Healing Composites with Excellent Strength and Toughness for Anticorrosion Applications2Harnessing Artificial Intelligence to Tackle Biofilm Infections: Advances, Challenges, and Perspectives0Controlling Biomedical Functionality through Stereochemistry: A Foundation for Precision Diagnostics and Therapeutics †2Antibacterial activity of Cupressaceae essential oils from woody plant resources: Chemical diversity, seasonal variation, and component interactions2Concurrent Terahertz Image Differentiation and Integration Processing via Polarization-Multiplexed Metasurface0Synergistic antibacterial effect of CATH-2 and D-amino acids against mastitis causing gram-positive bacteria0Rational design and concurrent optimization of antibacterial and anticorrosion bifunctionality for amino acid-surfactant pairs via a machine learning strategy0

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21 direct citing papers saved.

  1. D-amino acid/gentamicin loaded zwitterionic hydrogel coatings with optimized mechanical stability and biofilm inhibition capabilities

    Frontiers in Materials · 2024-04-04

    Jingzhi Yang, Yami Ran, Junsen Zhao, Taiwei Xing, Xiangping Hao, Dawei Zhang

    Read original paper ↗ ·

  2. Theranostic nano-enabled polyurethane eso-sponges coupled to surface enhanced Raman scattering for detection and control of bacteria killing

    Chemical Engineering Journal · 2024-08-08

    Júlia Mingot, Sonia Lanzalaco, Guillem Ferreres, Tzanko Tzanov, Carlos Alemán, Elaine A Armelin

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  3. Robust Chiral Metal–Organic Framework Coatings for Self‐Activating and Sustainable Biofouling Mitigation

    Advanced Materials · 2024-09-05

    Zhiqun Yu, Xiangyu Li, Zhengxing Wang, Yongqiang Fan, Wenjie Zhao, Dianzhong Li, Dake Xu, Tingyue Gu, Fuhui Wang

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  4. Self‐healing Hydrophobic Antifouling Polymers with Fe 3+ ‐Catechol Coordination Interaction

    Macromolecular Rapid Communications · 2024-09-30

    Annan Kong, Lu-Lu Si, Dongxiang Chen, Yan Song, Guoliang Li

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  5. From Original Ferrocene‐Based Small‐Molecule Design to Multifunctional Supramolecular Bactericides: Their Efficient Applications in Controlling Biofilm‐Associated Bacterial Infections

    Advanced Functional Materials · 2024-11-20

    Haicong Zhao, Xinyu He, Jinghan Yang, Min Liu, Xue Chen, Peiyi Wang

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  6. Combinatorial discovery and investigation of the synergism of green amino acid corrosion inhibitors: Integrating high-throughput experiments and interpretable machine learning approach

    Corrosion Science · 2025-01-07

    Jingzhi Yang, Junsen Zhao, Xin Guo, Yami Ran, Zhongheng Fu, Hongchang Qian, Lingwei Ma, Patrick Keil, J.M.C. Mol, Dawei Zhang

    Read original paper ↗ ·

  7. Advanced biomaterials for targeting mature biofilms in periodontitis therapy

    Bioactive Materials · 2025-02-26

    Jiawen Tao, Yirong Sun, Guoliang Wang, Jingru Sun, Shujun Dong, Jianxun Ding

    Read original paper ↗ ·

  8. D-amino acid enhanced the sensitivity of avian pathogenic Escherichia coli to tetracycline and amikacin

    Frontiers in Veterinary Science · 2025-03-19

    Jing Wu, Bin Yang, Wei Jiang, Huifang Yin, Xiangan Han, Lili Zhang

    Read original paper ↗ ·

  9. In Vitro Evaluation of the Antibacterial Effect and Influence on the Bacterial Biofilm Formation of Glutamic Acid and Some Structural Analogues

    Antibiotics · 2025-04-19

    Octavia-Laura Moldovan, Cristina Nicoleta Ciurea, Anca Delia Mare, Adrian Man, Ruxandra Ștefănescu, Aura Rusu

    Read original paper ↗ ·

  10. Essay: Using Machine Learning for Antibiotic Discovery

    Physical Review Letters · 2025-07-15

    César de la Fuente‐Núñez, James J. Collins

    Read original paper ↗ ·

  11. The Convergence of Artificial Intelligence and Microfluidics in Drug Research and Development

    Engineering · 2025-07-30

    Du Qiao, Hongxia Li, Xue Zhang, Xuhui Chen, Zhang Jiang, Jianan Zou, Danyang Zhao, Weiping Zhu, Xuhong H. Qian, Honglin Li

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  12. Mirror Life: Bridging Chirality, Ethics, and the Foundations of Life Creation

    Advanced Materials · 2025-10-14

    Yuan‐Yuan Li, Madineh Moradialvand, Lauren‐Ashley Asbridge, KEVIN B. FRAZIER, Franklin R. Tay, Pooyan Makvandi

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  13. Nanomaterials Reinforced Antifouling Coatings: From Strategic Design to Potential Applications

    Advanced Materials · 2025-10-28

    Xiangyu Li, Zhiqun Yu, Jianyang Wang, Jingru Zhang, Wenjie Zhao, Liping Wang, Fuhui Wang, Dake Xu

    Read original paper ↗ ·

  14. Rapid screening of the stability of polyacrylamide-based hydrogel coatings via droplet microarray analysis and interpretable machine learning

    npj Materials Degradation · 2025-12-04

    Jingzhi Yang, Yami Ran, Yuting Jin, Annan Kong, Mingyue Zhang, Lingwei Ma, Dawei Zhang

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  15. Room-Temperature Self-Healing Composites with Excellent Strength and Toughness for Anticorrosion Applications

    ACS Applied Materials & Interfaces · 2025-12-19

    Chao Li, Yan Song, Dongxiang Chen, Guo Liang Li

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  16. Harnessing Artificial Intelligence to Tackle Biofilm Infections: Advances, Challenges, and Perspectives

    Lecture notes in networks and systems · 2026-01-01

    Oussama Grari, Said Ezrari, Imane El Yandouzi, Elmostapha Benaissa, Yassine Ben Lahlou, Mohammed Lahmer, Abderrazak Saddari, Mostafa Elouennass, Adil Maleb

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  17. Controlling Biomedical Functionality through Stereochemistry: A Foundation for Precision Diagnostics and Therapeutics †

    Chinese Journal of Chemistry · 2026-02-05

    Yuting Liu, Shuyuan Zheng, Guofeng Liu

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  18. Antibacterial activity of Cupressaceae essential oils from woody plant resources: Chemical diversity, seasonal variation, and component interactions

    Industrial Crops and Products · 2026-03-21

    Yeqin Huang, Guan Wang, Fei Xia, Yanmei Dong, Di Wang, Riccardo Amorati, Hui Li, Lei Shi

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  19. Concurrent Terahertz Image Differentiation and Integration Processing via Polarization-Multiplexed Metasurface

    IEEE Transactions on Terahertz Science and Technology · 2026-04-06

    Linyun Luo, Qingyang Liu, Linkun Wei, Yuan Zhao, Limei Qi

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  20. Synergistic antibacterial effect of CATH-2 and D-amino acids against mastitis causing gram-positive bacteria

    Frontiers in Cellular and Infection Microbiology · 2026-05-29

    Edwin J.A. Veldhuizen, Sasja T. van der Velden, David Alons, Lindert Benedictus, Indy van der Drift, Irene S. Ludwig, Danique E. Schreutelkamp, Marc M. S. M. Wösten

    Read original paper ↗ ·

  21. Rational design and concurrent optimization of antibacterial and anticorrosion bifunctionality for amino acid-surfactant pairs via a machine learning strategy

    Corrosion Science · 2026-09-14

    Jingzhi Yang, Mingyue Zhang, Junsen Zhao, Annan Kong, Yu Yang, Yuting Jin, Zhongheng Fu, Yaxin Wang, Lingwei Ma, Dawei Zhang

    Read original paper ↗ ·
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