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This book provides a new perspective on modeling cyber-physical
systems (CPS), using a data-driven approach. The authors cover the
use of state-of-the-art machine learning and artificial
intelligence algorithms for modeling various aspect of the CPS.
This book provides insight on how a data-driven modeling approach
can be utilized to take advantage of the relation between the cyber
and the physical domain of the CPS to aid the first-principle
approach in capturing the stochastic phenomena affecting the CPS.
The authors provide practical use cases of the data-driven modeling
approach for securing the CPS, presenting novel attack models,
building and maintaining the digital twin of the physical system.
The book also presents novel, data-driven algorithms to handle non-
Euclidean data. In summary, this book presents a novel perspective
for modeling the CPS.
This book provides a new perspective on modeling cyber-physical
systems (CPS), using a data-driven approach. The authors cover the
use of state-of-the-art machine learning and artificial
intelligence algorithms for modeling various aspect of the CPS.
This book provides insight on how a data-driven modeling approach
can be utilized to take advantage of the relation between the cyber
and the physical domain of the CPS to aid the first-principle
approach in capturing the stochastic phenomena affecting the CPS.
The authors provide practical use cases of the data-driven modeling
approach for securing the CPS, presenting novel attack models,
building and maintaining the digital twin of the physical system.
The book also presents novel, data-driven algorithms to handle non-
Euclidean data. In summary, this book presents a novel perspective
for modeling the CPS.
This book presents the state-of-the-art and breakthrough
innovations in design automation for cyber-physical systems.The
authors discuss various aspects of cyber-physical systems design,
including modeling, co-design, optimization, tools, formal methods,
validation, verification, and case studies. Coverage includes a
survey of the various existing cyber-physical systems functional
design methodologies and related tools will provide the reader
unique insights into the conceptual design of cyber-physical
systems.
This book presents the state-of-the-art and breakthrough
innovations in design automation for cyber-physical systems.The
authors discuss various aspects of cyber-physical systems design,
including modeling, co-design, optimization, tools, formal methods,
validation, verification, and case studies. Coverage includes a
survey of the various existing cyber-physical systems functional
design methodologies and related tools will provide the reader
unique insights into the conceptual design of cyber-physical
systems.
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