Khaled Mohamed Mohamed Next Generation EDA Flow

Next Generation EDA Flow

von Khaled Mohamed

Motivations, Opportunities, Challenges and Future Directions

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Beschreibung

This book serves as a comprehensive guide to the world of EDA tools, offering readers a deeper understanding of their inner workings and a glimpse into the future of electronic design. With a meticulous focus on numerical methods, the author delves deeply into the mathematical foundations that underpin EDA tools. From finite element analysis to Monte Carlo simulations, readers will gain a thorough understanding of the numerical techniques employed to model and simulate complex electronic systems. Furthermore, this book elucidates the diverse modeling methods utilized in EDA tools, providing readers with a holistic view of the methods employed to represent and analyze electronic circuits and systems. Whether exploring circuit-level simulations or system-level modeling, readers will be equipped with the knowledge needed to navigate the intricacies of EDA toolsets. The author also delves into the fascinating intersection of quantum mechanics and electronic design, examining the evolving landscape of quantum EDA tools and offering insights into the transformative potential of quantum computing in electronic design. Lastly, this book explores the transformative impact of machine learning on EDA tools, offering insights into how artificial intelligence techniques can enhance performance and productivity.


This book serves as a comprehensive guide to the world of EDA tools, offering readers a deeper understanding of their inner workings and a glimpse into the future of electronic design. With a meticulous focus on numerical methods, the author delves deeply into the mathematical foundations that underpin EDA tools. From finite element analysis to Monte Carlo simulations, readers will gain a thorough understanding of the numerical techniques employed to model and simulate complex electronic systems. Furthermore, this book elucidates the diverse modeling methods utilized in EDA tools, providing readers with a holistic view of the methods employed to represent and analyze electronic circuits and systems. Whether exploring circuit-level simulations or system-level modeling, readers will be equipped with the knowledge needed to navigate the intricacies of EDA toolsets. The author also delves into the fascinating intersection of quantum mechanics and electronic design, examining the evolving landscape of quantum EDA tools and offering insights into the transformative potential of quantum computing in electronic design. Lastly, this book explores the transformative impact of machine learning on EDA tools, offering insights into how artificial intelligence techniques can enhance performance and productivity.


Addresses the integration of new and unconventional technologies with existing EDA tools Provides a comprehensive exploration of numerical methods, from finite element analysis to Monte Carlo simulations Covers diverse modeling methods, equipping readers with knowledge for both circuit-level and system-level simulations

Autor*in

Khaled Mohamed

Themen in »Next Generation EDA Flow«

Electronic Design Automation Numerical methods and EDA AI in electronic design Machine-learning assisted EDA Quantum EDA

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Details

ISBN: 9783031884351
Verlag: Springer International Publishing
Erscheinung: 11.04.2025

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