AI Strategy and Concepts Bibliography
AI Strategy and Concepts Bibliography |
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D"uring, S., Koenig, R., Khean, N., Elshani, D., Galanos, T., & Chronis, A. (2022). Machine learning, artificial intelligence, and urban assemblages. Machine Learning and the City: Applications in Architecture and Urban Design, 445–452. Added by: SijanLibrarian (2022-08-30 10:55:20) Last edited by: SijanLibrarian (2022-08-30 10:57:25) |
| Resource type: Journal Article BibTeX citation key: During2022 Email resource to friend View all bibliographic details  |
Categories: Artificial Intelligence, Cognitive Science, Complexity Science, Computer Science, Data Sciences, Decision Theory, General, Sociology Subcategories: Behavioral analytics, Big data, Deep learning, Human decisionmaking, Informatics, Machine learning, Social networks, Systems theory Creators: Chronis, D"uring, Elshani, Galanos, Khean, Koenig Collection: Machine Learning and the City: Applications in Architecture and Urban Design |
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Recent advances in generative design, simulation, computational optimisation, and machine learning opened up possibilities in employing data-driven workflows to achieve design solutions of unprecedented performance. This chapter showcases generative methods for urban spatial configurations that integrate a number of different simulation engines, along with InFraRed, into one framework. This allows us to quickly explore thousands of urban design alternatives by generating a diverse and informative design and performance data set. Conceptional InFraRed is rooted in the paradigm of cognitive design computing, which emphasises an almost symbiotic relationship between computational methods and human interaction. Performance evaluation methods of urban spaces, either by generating synthetic data or using real-world data, becomes more meaningful and interpretable when correlated with design configuration indicators. The InFraRed web platform currently offers a few selected services; however, further services will be included in the near future.
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