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About Artificial Neural Networks As An Architectural Des
The document describes research using artificial neural networks (ANN) as a tool for architectural design. Specifically, an ANN was trained on the geometry of Roman Corinthian order capitals to generate new ornamental details. Five parameters describing the capital's local geometry were used as input training data. Once trained, the ANN was able to mimic the capital's ornamental composition on other geometries, generating diverse, complex patterns across thousands of surface points. The tool demonstrates how machine learning methods could accelerate design processes and explore unprecedented forms not limited by a designer's imagination.
Detailed Information
| Author: | ['Aleksander Dynarek'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 9 |
| Language: | English |
| Format: | |
| Price: | FREE |
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