Concepedia

Data-driven Textile Design

Data-Driven Textile Design is a generative textile design methodology that systematically integrates empirical, computational, or sensor-derived data as primary inputs to inform and constrain the design process, distinguishing itself from intuition-based or rule-based approaches through its reliance on quantifiable data to drive pattern generation, material configuration, or structural outcomes.

5

Publications

165

Citations

21

Authors

9

Institutions

Publications per year

2017–2026

3

Parents

Publications

5

A machine learning assisted approach for textile formability assessment and design improvement of composite components

Clemens Zimmerling, Dominik Dörr, Frank Henning et al. · Composites Part A Applied Science and Manufacturing · 2019 · 59 citations · Full text

, , +9

Identification of the most significant comfort factors for textiles from processing mechanical, handfeel, fabric construction, and perceived tactile comfort data

Les M. Sztandera, Armand V. Cardello, Carole Winterhalter et al. · Textile Research Journal · 2012 · 45 citations

, , +16

Data products, data mesh, and data fabric

Ivo Blohm, Felix Wortmann, Christine Legner et al. · Business & Information Systems Engineering · 2024 · 25 citations · Full text

, , +17

Efficient three dimensional modelling of additive manufactured textiles

Guy Bingham, Richard Hague · Rapid Prototyping Journal · 2013 · 24 citations · Full text

, , +11

Predicting the Tear Strength of Woven Fabrics Via Automated Machine Learning: An Application of the CRISP-DM Methodology

Rui Ribeiro, André Pilastri, Carla Victoria Rodrigues de Moura et al. · 2020 · 23 citations · Full text

, , +15

1–5 of 5

Authors

21

  1. RH
    Richard Hague

    University of Nottingham, United Kingdom

    1 publications · 24 citations

    1

    h-index

  2. AV
    Armand V. Cardello

    Combat Capabilities Development Command Soldier Center, United States

    1 publications · 45 citations

    1

    h-index

  3. LM
    Les M. Sztandera

    Philadelphia University, United States

    1 publications · 45 citations

    1

    h-index

  4. FR
    Filipe Rodrigues

    Technical University of Denmark, Denmark

    1 publications · 23 citations

    1

    h-index

  5. WV
    Wilhelm van Bronswijk

    Curtin University, Australia

    1 publications · 14 citations

    1

    h-index

1–5 of 21

Institutions

9

  1. Curtin University

    Perth, Australia

    1 h-index

    1 publications

    14 citations

  2. Fraunhofer Institute for Chemical Technology

    Karlsruhe, Germany

    1 h-index

    1 publications

    59 citations

  3. Loughborough University

    Loughborough, United Kingdom

    1 h-index

    2 publications

    48 citations

  4. Combat Capabilities Development Command Soldier Center

    Natick, United States

    1 h-index

    2 publications

    90 citations

  5. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    1 h-index

    4 publications

    236 citations

  6. University of Minho

    Braga, Portugal

    1 h-index

    2 publications

    46 citations

  7. Philadelphia University

    Philadelphia, United States

    1 h-index

    1 publications

    45 citations

  8. ChemCentre

    Bentley, Australia

    1 h-index

    4 publications

    56 citations

1–8 of 9

Venues

  1. Textile Research Journal

    1 publications · 45 citations

    1

    h-index

  2. Rapid Prototyping Journal

    1 publications · 24 citations

    1

    h-index

  3. Forensic Science International

    1 publications · 14 citations

    1

    h-index

  4. 1

    h-index

1–5