吃好42天月子餐

Liu, GUI-Rong

中國輕工業出版社 China Light Industry Press

蔬果汁养生大全

江苏科学技术出版社

Machine Learning (ML) has become a very important area of research widely used in various industries.\nThis compendium introduces the basic concepts, fundamental theories, essential computational techniques, codes, and applications related to ML models. With a strong foundation, one can comfortably learn related topics, methods, and algorithms. Most importantly, readers with strong fundamentals can even develop innovative and more effective machine models for his/her problems. The book is written to achieve this goal.\nThe useful reference text benefits professionals, academics, researchers, graduate and undergraduate students in AI, ML and neural networks.

Machine Learning With Python: Theory and Applications

Computers & Technology

Programming

World Scientific Pub Co Inc

Gradient Smoothing Methods with Programming: Applications to Fluids and Landslides (Frontier Research in Computation and Mechanics of Materials and Biology, 5)

Mao, Zirui

Science & Math

"This unique volume covers two fundamental elements of computational methods - numbers and functions. It provides an in-depth discussion of the behaviors of numbers, including both real and complex numbers. The discussion leads to the important closure properties of numbers, ensuring solution consistence and existence, and also possible failure in numerical computations in science and engineering. This text then introduces types of functions that take numbers as independent variables and produce a single number. Approaches for constructing inverse functions are also provided. Frequently used basis functions are introduced, with detailed studies on their properties and behaviors. Techniques are presented for constructing basis functions and their use in function approximation in computational methods"--

Numbers and Functions: Theory, Formulation, and Python Codes (Series in Computational Methods, 1)

Programming Languages

Based on the widely used finite element method (FEM) and the latest Meshfree methods, a next generation of numerical method called Smoothed Point Interpolation Method (S-PIM) has been recently developed. The S-PIM is an innovative and effective combination of the FEM and the meshfree methods, and enables automation in computation, modeling and simulations -- one of the most important features of the next generation methods. This important book describes the various S-PIM models in a systematic, concise and easy-to-understand manner. The underlying principles for the next generation of computational methods, G space theory, novel weakened weak (W2) formulations, techniques for shape functions, formulation procedures, and implementation strategies are presented in detail. Numerous examples are provided to demonstrate the efficiency and accuracy of the S-PIM solutions in comparison with the FEM and other existing methods. Effective techniques to compute solution bounds employing both S-PIM and FEM are highlighted to obtain certified solutions with both upper and lower bounds.The book also presents a systematically way to conduct adaptive analysis for solutions of desired accuracy using these bound properties, which is another key feature of the next generation of computational methods. This will benefit researchers, engineers and students who are venturing into new areas of research and computer code development.

SMOOTHED POINT INTERPOLATION METHODS: G SPACE THEORY AND WEAKENED WEAK FORMS

Zhang, Gui-Yong

Astronomy & Space Science

This is the book first-ever published to date that comprehensively and systematically addresses the major particle methods for modelling different problems in engineering and sciences. It covers different particle methods from small scales to continuum scales, with emphasis focused on three attractive and most popular meshfree particle methods: molecular dynamics, dissipative particle dynamics, and smoothed particle hydrodynamics.The book covers theoretical background, numerical techniques, code implementation, and many interesting, novel, and practical applications in 1) microfluidics and micro drop dynamics, 2) environmental and geophysical flows, 3) coast hydrodynamics and offshore engineering, and 4) high energy phenomena such as explosion and impact. Example source codes are also provided to make this book friendly and easy to read.

PARTICLE METHODS FOR MULTI-SCALE AND MULTI-PHYSICS

Liu, Moubin

Mathematics

World Scientific Publishing Company

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Books by Liu, GUI-Rong