Proceedings of the 2021 DigitalFUTURES: The 3rd International Conference on Computational Design and Robotic Fabrication (CDRF 2021)/

Contents

1. Serlio and Artificial Intelligence: Problematizing the Image-to-Object Workflow. -- 2. A Generative Approach to Social Ecologies in Project [Symbios]City. -- 3. Using CycleGAN to Achieve the Sketch Recognition Process of Sketch-Based Modeling. -- 4. Exploration on Machine Learning Layout Generation of Chinese Private Garden in Southern Yangtze. -- 5. Command2Vec: Feature Learning of 3D Modeling Behavior Sequence-A Case Study on "Spiral-stair". -- 6. Exploring in the Latent Space of Design: A Method of Plausible Building Facades Images Generation, Properties Control and Model Explanation Base on StyleGAN2. -- 7. Punch Card Patterns Designed with GAN. -- 8. Bio-Tile: An Intelligent Hybrid-Infrastructure. -- 9. Bio-Design Intelligence. -- 10. A Study of Bio-Computational Design in Terms of Enhancing Water Absorption by Method of Bionics Within the Architectural Fields. -- 11. Simulation, Prediction and Optimization. -- 12. Environmental Data-Driven Performance-Based Topological Optimisation for Morphology Evolution of Artificial Taihu Stone. -- 13. Custom-Fit and Lightweight Optimization Design of Exoskeletons Using Parametric Conformal Lattice. -- 14. A POI-Based Machine Learning Method for Predicting Residents' Health Status. -- 15. Research on Epidemic Prevention and Management Measures in University Based on GIS and ABM - Taking South China University of Technology (Wushan Campus) as an Example. -- 16. Environmentally Driven Aggregate Façade Systems. -- 17. Optimization of Daylight and Thermal Performance of Building Façade: A Case Study of Office Buildings in Nanjing. -- 18. Integration of Algorithm-Based Optimization into the Design Process of Industrial Buildings: A Case Study. -- 19. From Separation to Incorporation - A Full-Circle Application of Computational Approaches to Performance-Based Architectural Design. -- 20. 4D Soft Material Systems. -- 21. Material Response: Technology, Material Systems and Responsive Design. -- 22. Diversifying Emotional Experience by Layered Interfaces in Affective Interactive Installations. -- 23. Measuring Human Perception of Biophilically-Driven Design with Facial Micro-expressions Analysis and EEG Biosensor. -- 24. Subjectively Measured Streetscape Qualities for Shanghai with Large-Scale Application of Computer Vision and Machine Learning. -- 25. From Visual Behavior to Signage Design: A Wayfinding Experiment with Eye-Tracking in Satellite Terminal of PVG Airport. -- 26. A Framework for Cypher-Physical Human-robot Collaborative Immersive MR Interaction - Beaux Arts Ball 4.0. -- 27. Towards Self-shaping Metamaterial Shells. -- 28. Additive Manufacture of Cellulose Based Bio-Material on Architectural Scale. -- 29. Imprimer La Lumiere - 3D Printing Bioluminescence for Architectural Materiality. -- 30. Bio Scaffolds. -- 31. Di-terial - Matching Digital Fabrication and Natural Grown Resources for the Development of Resource Efficient Structures. -- 32. Application of 6-Dof Robot Motion Planning in Fabrication. -- 33. Reinventing Staircases for Thermoplastic Additive Manufacturing. -- 34. Joint Descriptive Modeling (JDM) for Assembly-Aware Timber Structure Design. -- 35. Process and Evaluation of Automated Robotic Fabrication System for In-Situ Structure Confinement. -- 36. Mass Customization: The Implication on Development of Aluminum Joint.

Se refiere a la invención y aplicación de la inteligencia artificial en la arquitectura. Incluye los resultados de investigación más recientes de los académicos clave en el diseño computacional y la fabricación robótica. Ofrece un examen en profundidad de la inteligencia en la industria del diseño y la construcción.es un libro de acceso abierto.