Artificial Intelligence In Performance Driven Design
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Artificial Intelligence In Performance Driven Design
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Author : Narjes Abbasabadi
language : en
Publisher: John Wiley & Sons
Release Date : 2024-04-17
Artificial Intelligence In Performance Driven Design written by Narjes Abbasabadi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-17 with Architecture categories.
ARTIFICIAL INTELLIGENCE IN PERFORMANCE-DRIVEN DESIGN A definitive, interdisciplinary reference to using artificial intelligence technology and data-driven methodologies for sustainable design Artificial Intelligence in Performance-Driven Design: Theories, Methods, and Tools explores the application of artificial intelligence (AI), specifically machine learning (ML), for performance modeling within the built environment. This work develops the theoretical foundations and methodological frameworks for utilizing AI/ML, with an emphasis on multi-scale modeling encompassing energy flows, environmental quality, and human systems. The book examines relevant practices, case studies, and computational tools that harness AI’s capabilities in modeling frameworks, enhancing the efficiency, accuracy, and integration of physics-based simulation, optimization, and automation processes. Furthermore, it highlights the integration of intelligent systems and digital twins throughout the lifecycle of the built environment, to enhance our understanding and management of these complex environments. This book also: Incorporates emerging technologies into practical ideas to improve performance analysis and sustainable design Presents data-driven methodologies and technologies that integrate into modeling and design platforms Shares valuable insights and tools for developing decarbonization pathways in urban buildings Includes contributions from expert researchers and educators across a range of related fields Artificial Intelligence in Performance-Driven Design is ideal for architects, engineers, planners, and researchers involved in sustainable design and the built environment. It’s also of interest to students of architecture, building science and technology, urban design and planning, environmental engineering, and computer science and engineering.
Intelligent Exploration In Sustainable Design
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Author : Jiawei Yao
language : en
Publisher: Springer Nature
Release Date : 2025-08-08
Intelligent Exploration In Sustainable Design written by Jiawei Yao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-08 with Technology & Engineering categories.
This book focuses on green, low-carbon innovation and the integration of advanced technologies, providing a comprehensive overview of cutting-edge digital architecture. Drawing from the DigitalFUTURES workshops held between 2021 and 2024, it showcases 22 diverse projects that explore the synergy between architectural design and state-of-the-art tools like artificial intelligence, machine learning, parametric modeling, and genetic algorithms. The workshops are centered around themes such as "Environmental AI in Design," "AI for Carbon Neutral Cities," "Decoding Morphcarbon Causality," and "Intelligent Reconstruction of Multiphysical Fields," bringing together students and professionals from various disciplines to explore new intersections in digital architecture. As China transitions from focusing on "incremental" construction to "stock" development, the book addresses the severe challenges posed by global warming and the country's ambitious carbon neutrality goals. As a major contributor to carbon emissions, the construction industry faces an urgent need for transformation. Through practical exploration of environmental intelligence in design, the book provides solutions for creating more sustainable built environments. By integrating digital tools and exploring new approaches such as multi-objective optimization and interpretable AI, it demonstrates how architects can respond to the demands of a rapidly changing world. Each chapter is structured around key aspects of the projects, including background, research pathways, and future significance. The book also highlights the importance of cross-disciplinary collaboration, showcasing the outcomes of international participants who have integrated their knowledge into these innovative projects. Detailed diagrams, technical workflows, and video content offer readers a dynamic and hands-on understanding of these research findings. Focusing on how parametric design, AI, and machine learning can optimize energy efficiency, enhance urban planning, and tackle environmental challenges, this book serves as a crucial resource for students, researchers, and industry professionals. It is a must-read for anyone interested in the convergence of architecture, technology, and sustainability, offering insights into the potential of digital tools to reshape the future of architecture.
Artificial Intelligence Based Design Of Reinforced Concrete Structures
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Author : Won-Kee Hong
language : en
Publisher: Elsevier
Release Date : 2023-04-29
Artificial Intelligence Based Design Of Reinforced Concrete Structures written by Won-Kee Hong and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-29 with Technology & Engineering categories.
Artificial Intelligence-Based Design of Reinforced Concrete Structures: Artificial Neural Networks for Engineering Applications is an essential reference resource for readers who want to learn how to perform artificial intelligence-based structural design. The book describes, in detail, the main concepts of ANNs and their application and use in civil and architectural engineering. It shows how neural networks can be established and implemented depending on the nature of a broad range of diverse engineering problems. The design examples include both civil and architectural engineering solutions, for both structural engineering and concrete structures. Those who have not had the opportunity to study or implement neural networks before will find this book very easy to follow. It covers the basic network theory and how to formulate and apply neural networks to real-world problems. Plenty of examples based on real engineering problems and solutions are included to help readers better understand important concepts. - Helps civil engineers understand the fundamentals of AI and ANNs and how to apply them in simple reinforced concrete design cases - Contains practical case study examples on the application of AI technology in structural engineer - Teaches readers how to apply ANNs as solutions for a broad range of engineering problems - Includes AI-based software [MATLAB], which will enable readers to verify AI-based examples
Performance Based Seismic Design Of Concrete Structures And Infrastructures
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Author : Plevris, Vagelis
language : en
Publisher: IGI Global
Release Date : 2017-02-14
Performance Based Seismic Design Of Concrete Structures And Infrastructures written by Plevris, Vagelis and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-14 with Technology & Engineering categories.
Solid design and craftsmanship are a necessity for structures and infrastructures that must stand up to natural disasters on a regular basis. Continuous research developments in the engineering field are imperative for sustaining buildings against the threat of earthquakes and other natural disasters. Performance-Based Seismic Design of Concrete Structures and Infrastructures is an informative reference source on all the latest trends and emerging data associated with structural design. Highlighting key topics such as seismic assessments, shear wall structures, and infrastructure resilience, this is an ideal resource for all academicians, students, professionals, and researchers that are seeking new knowledge on the best methods and techniques for designing solid structural designs.
Extending Performance Based Design Methods By Applying Structural Engineering Design Patterns
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Author : John-Michael Wong
language : en
Publisher:
Release Date : 2008
Extending Performance Based Design Methods By Applying Structural Engineering Design Patterns written by John-Michael Wong and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
Performance Driven Chip Floorplanning And Global Routing
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Author : Somchai Prasitjutrakul
language : en
Publisher:
Release Date : 1991
Performance Driven Chip Floorplanning And Global Routing written by Somchai Prasitjutrakul and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with categories.
Proceedings Of The Twelfth National Conference On Artificial Intelligence
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Author : American Association for Artificial Intelligence
language : en
Publisher:
Release Date : 1994
Proceedings Of The Twelfth National Conference On Artificial Intelligence written by American Association for Artificial Intelligence and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Artificial intelligence categories.
Topics In Case Based Reasoning
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Author : Stefan Wess
language : en
Publisher: Springer
Release Date : 1994
Topics In Case Based Reasoning written by Stefan Wess and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Business & Economics categories.
This volume presents the 36 full refereed papers selected from the presentations at the First European Workshop on Case-Based Reasoning, held at Kaiserslautern, Germany in November 1993. Case-based reasoning (CBR) has recently attracted much interest among AI researchers: it supports knowledge acquisition and problem solving, and it is related to machine learning, analogical reasoning, cognitive modeling, similarity, and information retrieval. EWCBR is now established as the prime European forum for CBR research. This volume reflects the importance of this dynamic area of research through essential contributions to all aspects of CBR research and advanced applications.
Topics In Case Based Reasoning
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Author :
language : en
Publisher:
Release Date : 1993
Topics In Case Based Reasoning written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Expert systems (Computer science) categories.
Database Design And Implementation
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Author : Leszek Maciaszek
language : en
Publisher:
Release Date : 1990
Database Design And Implementation written by Leszek Maciaszek and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Computers categories.