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This book describes the development of a constitutive modeling
platform for soil testing, which is one of the key components in
geomechanics and geotechnics. It discusses the fundamentals of the
constitutive modeling of soils and illustrates the use of these
models to simulate various laboratory tests. To help readers
understand the fundamentals and modeling of soil behaviors, it
first introduces the general stress-strain relationship of soils
and the principles and modeling approaches of various laboratory
tests, before examining the ideas and formulations of constitutive
models of soils. Moving on to the application of constitutive
models, it presents a modeling platform with a practical, simple
interface, which includes various kinds of tests and constitutive
models ranging from clay to sand, that is used for simulating most
kinds of laboratory tests. The book is intended for undergraduate
and graduate-level teaching in soil mechanics and geotechnical
engineering and other related engineering specialties. Thanks to
the inclusion of real-world applications, it is also of use to
industry practitioners, opening the door to advanced courses on
modeling within the industrial engineering and operations research
fields.
This book describes the development of a constitutive modeling
platform for soil testing, which is one of the key components in
geomechanics and geotechnics. It discusses the fundamentals of the
constitutive modeling of soils and illustrates the use of these
models to simulate various laboratory tests. To help readers
understand the fundamentals and modeling of soil behaviors, it
first introduces the general stress-strain relationship of soils
and the principles and modeling approaches of various laboratory
tests, before examining the ideas and formulations of constitutive
models of soils. Moving on to the application of constitutive
models, it presents a modeling platform with a practical, simple
interface, which includes various kinds of tests and constitutive
models ranging from clay to sand, that is used for simulating most
kinds of laboratory tests. The book is intended for undergraduate
and graduate-level teaching in soil mechanics and geotechnical
engineering and other related engineering specialties. Thanks to
the inclusion of real-world applications, it is also of use to
industry practitioners, opening the door to advanced courses on
modeling within the industrial engineering and operations research
fields.
This book presents the development of an optimization platform for
geotechnical engineering, which is one of the key components in
smart geotechnics. The book discusses the fundamentals of the
optimization algorithm with constitutive models of soils. Helping
readers easily understand the optimization algorithm applied in
geotechnical engineering, this book first introduces the
methodology of the optimization-based parameter identification, and
then elaborates the principle of three newly developed efficient
optimization algorithms, followed by the ideas of a variety of
laboratory tests and formulations of constitutive models. Moving on
to the application of optimization methods in geotechnical
engineering, this book presents an optimization-based parameter
identification platform with a practical and concise interface
based on the above theories. The book is intended for undergraduate
and graduate-level teaching in soil mechanics and geotechnical
engineering and other related engineering specialties. It is also
of use to industry practitioners, due to the inclusion of
real-world applications, opening the door to advanced courses on
both modeling and algorithm development within the industrial
engineering and operations research fields.
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