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Hybrid Intelligence : Proceedings of the 4th International Conference on Computational Design and Robotic Fabrication (CDRF 2022) / / edited by Philip F. Yuan, Hua Chai, Chao Yan, Keke Li, Tongyue Sun
Hybrid Intelligence : Proceedings of the 4th International Conference on Computational Design and Robotic Fabrication (CDRF 2022) / / edited by Philip F. Yuan, Hua Chai, Chao Yan, Keke Li, Tongyue Sun
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023
Descrizione fisica 1 online resource (XVII, 538 p. 435 illus., 345 illus. in color.)
Disciplina 629.8
Collana Computational Design and Robotic Fabrication
Soggetto topico Control engineering
Robotics
Automation
Computer-aided engineering
Control, Robotics, Automation
Computer-Aided Engineering (CAD, CAE) and Design
ISBN 981-19-8637-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Computation and Formation -- Simulation and Optimization -- Data Acquisition and Prediction.-Perception and Interaction -- Materialization and Construction.
Record Nr. UNINA-9910684561403321
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Phygital Intelligence : Proceedings of the 5th International Conference on Computational Design and Robotic Fabrication (CDRF 2023) / / edited by Chao Yan, Hua Chai, Tongyue Sun, Philip F. Yuan
Phygital Intelligence : Proceedings of the 5th International Conference on Computational Design and Robotic Fabrication (CDRF 2023) / / edited by Chao Yan, Hua Chai, Tongyue Sun, Philip F. Yuan
Autore Yan Chao
Edizione [1st ed. 2024.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Descrizione fisica 1 online resource (548 pages)
Disciplina 624
Altri autori (Persone) ChaiHua
SunTongyue
YuanPhilip F
Collana Computational Design and Robotic Fabrication
Soggetto topico Civil engineering
Artificial intelligence
Computer-aided engineering
Civil Engineering
Artificial Intelligence
Computer-Aided Engineering (CAD, CAE) and Design
ISBN 981-9984-05-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Computation and Formation -- Simulation and Optimization -- AI in Architecture -- Material and Fabrication.
Record Nr. UNINA-9910799278003321
Yan Chao  
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Proceedings of the 2021 DigitalFUTURES : The 3rd International Conference on Computational Design and Robotic Fabrication (CDRF 2021) / / editors, Philip F. Yuan [et al.]
Proceedings of the 2021 DigitalFUTURES : The 3rd International Conference on Computational Design and Robotic Fabrication (CDRF 2021) / / editors, Philip F. Yuan [et al.]
Autore Yuan Philip F
Pubbl/distr/stampa Singapore, : Springer Singapore Pte. Limited, 2021
Descrizione fisica 1 online resource (401 p.)
Altri autori (Persone) YuanPhilip F
ChaiHua
YanChao
LeachNeil
Soggetto topico Automatic control engineering
Computer-aided design (CAD)
Artificial intelligence
Soggetto non controllato History, Theory and Critics of Building Technology
Performance-based Design
Fabrication and Construction
Data Mining and Visualizing
Immersive and Interactive Environment
Architectural Intelligence
Open Access
ISBN 981-16-5983-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Committees -- Honorary Advisors -- Organization Committees -- Scientific Committees -- Contents -- Computation and Formation -- Serlio and Artificial Intelligence: Problematizing the Image-to-Object Workflow -- 1 Influence of the Disciplinary Treatise -- 2 Analogical and Digital Flux -- 3 Analog-to-Digital Information Processing -- 4 Problematizing the Image-to-Object Workflow -- 5 Operative Model: Portico -- 5.1 Intelligence Beyond Serlio -- References -- A Generative Approach to Social Ecologies in Project [Symbios]City -- 1 Introduction
2 Topological Optimization as a Method of Parametric Semiology -- 2.1 Background -- 2.2 TO Software and Its Potential to Achieve Tower Semiology -- 2.3 Benchmark Post Processing and Materialization -- 3 Ground Design and Flood Simulation -- 3.1 Flood Simulation -- 3.2 Tower Arrangement -- 3.3 Podium Design and Network Theory -- 4 From Programmatic Distribution to Neighborhood Ecologies -- 4.1 Typical Program Classification and Distribution -- 4.2 Dynamic Programs and Micro-structures -- 5 Façade Development and Sunlight Optimization -- 6 Conclusion -- References
Using CycleGAN to Achieve the Sketch Recognition Process of Sketch-Based Modeling -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Network Architecture -- 3.2 Data Preparation -- 3.3 Training Process -- 4 Results -- 4.1 Recognition of Sketch and Generation of Corresponding Building Image -- 4.2 Sketch Reconstruction -- 4.3 Building Images to Sketches -- 5 Conclusion and Discussion -- References -- Exploration on Machine Learning Layout Generation of Chinese Private Garden in Southern Yangtze -- 1 Introduction -- 2 Background -- 3 Research Method -- 3.1 Network Architecture
3.2 Dataset -- 3.3 Processing and Labelling Based on Analysis -- 4 Training and Analysis -- 4.1 First Training -- 4.2 Second Training -- 4.3 Third Training -- 4.4 Result Analysis -- 5 Discussion -- References -- Command2Vec: Feature Learning of 3D Modeling Behavior Sequence-A Case Study on "Spiral-stair" -- 1 Introduction -- 2 Related Work -- 3 Methodologies -- 3.1 Data Preparing -- 3.2 Embedding -- 3.3 Command2Vec -- 3.4 Clustering -- 4 Experiment -- 5 Results -- 5.1 Experiment Results -- 5.2 Evaluation -- 6 Conclusion and Discussion -- References
Exploring in the Latent Space of Design: A Method of Plausible Building Facades Images Generation, Properties Control and Model Explanation Base on StyleGAN2 -- 1 Introduction -- 2 Related Work -- 2.1 Image Generation Research via GAN in Computer Science -- 2.2 Plan Drawing Generation Research -- 2.3 Building Facades and Other Perspective Architectural Images Generation Research -- 3 Methodology -- 3.1 Training Building Facades Generation Model by StyleGAN2 -- 3.2 Exploration and Explanation of Latent Space -- 3.3 High-Level Prosperity Control
3.4 Project Novel Image into Existing Model Instance
Record Nr. UNINA-9910500587003321
Yuan Philip F  
Singapore, : Springer Singapore Pte. Limited, 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
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