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This book summarizes the application of soft computing techniques,
machine learning approaches, deep learning algorithms and
optimization techniques in geoengineering including tunnelling,
excavation, pipelines, etc. and geoscience including the
geohazards, rock and soil properties, etc. The book features
state-of-the-art studies on use of SC,ML,DL and optimizations in
Geoengineering and Geoscience. Considering these points and
understanding, this book will be compiled with highly focussed
chapters that will discuss the application of SC,ML,DL and
optimizations in Geoengineering and Geoscience. Target audience:
(1) Students of UG, PG, and Research Scholars: Several applications
of SC,ML,DL and optimizations in Geoengineering and Geoscience can
help students to enhance their knowledge in this domain. (2)
Industry Personnel and Practitioner: Practitioners from different
fields can be able to implement standard and advanced SC,ML,DL and
optimizations for solving critical problems of civil engineering.
This book summarizes the application of soft computing techniques,
machine learning approaches, deep learning algorithms and
optimization techniques in geoengineering including tunnelling,
excavation, pipelines, etc. and geoscience including the
geohazards, rock and soil properties, etc. The book features
state-of-the-art studies on use of SC,ML,DL and optimizations in
Geoengineering and Geoscience. Considering these points and
understanding, this book will be compiled with highly focussed
chapters that will discuss the application of SC,ML,DL and
optimizations in Geoengineering and Geoscience. Target audience:
(1) Students of UG, PG, and Research Scholars: Several applications
of SC,ML,DL and optimizations in Geoengineering and Geoscience can
help students to enhance their knowledge in this domain. (2)
Industry Personnel and Practitioner: Practitioners from different
fields can be able to implement standard and advanced SC,ML,DL and
optimizations for solving critical problems of civil engineering.
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