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RESEARCH PAPER · Beilstein Journal of Organic Chemistry · 2017

Biomimetic molecular design tools that learn, evolve, and adapt

David Alan Winkler

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

Open in your workspace →Saved 2026-10-14 · complete coverage
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42 direct citing works

Biomimetic molecular design tools that learn, evolve, and adaptOriginalPredicting the Performance of Organic Corrosion Inhibitors113Robot-scientists will lead tomorrow's biomaterials discovery27In silico screening of modulators of magnesium dissolution59Exploring the landscape between synthetic and biosynthetic materials discovery: important considerations via systems connectivity, cooperation and scale-driven convergence in biomanufacturing9Artificial Intelligence Aided Design of Microtextured Surfaces: Application to Controlling Wettability23Artificial Intelligence Aided Design of Tissue Engineering Scaffolds Employing Virtual Tomography and 3D Convolutional Neural Networks107Probing the properties of molecules and complex materials using machine learning5Fostering creativity in engineering design through constructive dialogues with generative artificial intelligence10Impact of inhibition mechanisms, automation, and computational models on the discovery of organic corrosion inhibitors64Harnessing technological algorithms for breakthroughs in natural sciences0Optimizing the Design of TES Tanks for Thermal Energy Storage Applications Through an Integrated Biomimetic-Genetic Algorithm Approach8Youth green aesthetic perception and psychological influence on the adoption of sustainable packaging for biomimetic cultural products in social media environments0

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12 direct citing papers saved.

  1. Predicting the Performance of Organic Corrosion Inhibitors

    Metals · 2017-12-08

    David Alan Winkler

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  2. Robot-scientists will lead tomorrow's biomaterials discovery

    Current Opinion in Biomedical Engineering · 2018-04-09

    Aliaksei S. Vasilevich, Jan de Boer

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  3. In silico screening of modulators of magnesium dissolution

    Corrosion Science · 2019-09-27

    Christian Feiler, Di Mei, Bahram Vaghefinazari, Tim Würger, Robert H. Meißner, Bérengère Luthringer-Feyerabend, David Alan Winkler, Mikhail L. Zheludkevich, Sviatlana V. Lamaka

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  4. Exploring the landscape between synthetic and biosynthetic materials discovery: important considerations via systems connectivity, cooperation and scale-driven convergence in biomanufacturing

    Biomanufacturing Reviews · 2020-04-01

    Sanjiv Sonkaria, Varsha Khare

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

    Nanomaterials · 2020-11-18

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

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  6. 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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  7. Probing the properties of molecules and complex materials using machine learning

    Australian Journal of Chemistry · 2022-09-13

    David Alan Winkler

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  8. 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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  9. Impact of inhibition mechanisms, automation, and computational models on the discovery of organic corrosion inhibitors

    Progress in Materials Science · 2024-10-24

    David Alan Winkler, Anthony ewart Hughes, Can Özkan, J.M.C. Mol, Tim Würger, Christian Feiler, Dawei Zhang, Sviatlana V. Lamaka

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  10. Harnessing technological algorithms for breakthroughs in natural sciences

    AIP conference proceedings · 2025-01-01

    Umidakhon Akhmedova

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  11. Optimizing the Design of TES Tanks for Thermal Energy Storage Applications Through an Integrated Biomimetic-Genetic Algorithm Approach

    Biomimetics · 2025-03-24

    Nadiya Mehraj, Carles Mateu, Gabriel Zsembinszki, Luisa F. Cabeza

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  12. Youth green aesthetic perception and psychological influence on the adoption of sustainable packaging for biomimetic cultural products in social media environments

    Frontiers in Psychology · 2026-04-14

    Tingyun LUO, Juiche Tu, Lu Liu, Yuan Miao, Ting Liu

    Read original paper ↗ ·
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