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An Introduction to Variational Autoencoders

In this monograph, the authors present an introduction to the framework of variational autoencoders (VAEs) that provides a principled;

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An Introduction to Variational Inequalities and Their Applications

typically with convex constraints) are carefully explained in An Introduction to Variational Inequalities and Their Applications. They are shown to;

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Generative Deep Learning Teaching Machines to Paint, Write, Compose and Play

Generative modeling is one of the hottest topics in AI. It's now possible to teach a machine to excel at human endeavors such as painting;

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Advanced Deep Learning with Keras

hands-on projects throughout that show you how to create more effective AI with the latest techniques. The journey begins with an overview;

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Fixed Point Theory, Variational Analysis, and Optimization

and variational-like inequalities and their applications Gives an introduction to multi-objective optimization and optimality conditions;

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Calculus of Variations

This concise text offers both professionals and students an introduction to the fundamentals and standard methods of the calculus;

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Introduction to the Variational Formulation in Mechanics

wide range of multiscale models. Introduction to the Variational Formulation in Mechanics: Fundamentals and Applications enables readers to;

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Variational Methods for Eigenvalue Problems

ISBN Variational Methods for Eigenvalue Problems: An Introduction to the Weinstein Method of Intermediate Problems (Second Edition;

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Introduction To Second Order Partial Differential Equations, An: Classical And Variational Solutions

The book extensively introduces classical and variational partial differential equations (PDEs) to graduate and post-graduate students;

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Variational Principles and Methods in Theoretical Physics and Chemistry

of contemporary methodology for electron-impact rotational and vibrational excitation of molecules. The book ends with an introduction to the variational;

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Variational Principles and Methods in Theoretical Physics and Chemistry

of contemporary methodology for electron-impact rotational and vibrational excitation of molecules. The book ends with an introduction to the variational;

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Deep Learning for the Life Sciences

genetics and genomics Apply deep learning to understand biophysical systems Get a brief introduction to machine learning with DeepChem Use;

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Introduction to the Variational Calculus

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Introduction to Global Variational Geometry

The book is devoted to recent research in the global variational theory on smooth manifolds. Its main objective is an extension of the;

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Mathematical Models in Contact Mechanics

This text provides a complete introduction to the theory of variational inequalities with emphasis on contact mechanics. It covers;

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Variational Problems in Differential Geometry

and have strong relevance to the study of integrable systems, mathematical physics and PDEs. The workshop 'Variational Problems;

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Energy and Variational Methods in Applied Mechanics

A practical introduction to the use of the finite--element method and variational methods to solve engineering problems about beams, bars;

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Variational Principles for Discrete Surfaces

computer graphics. It provides a systematic introduction to the geometry of polyhedral surfaces based on the variational principle. This new volume;

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Variational Models and Methods in Solid and Fluid Mechanics

: Introduction to stochastic variational problems. - A. Carcaterra: New concepts in damping generation and control: theoretical formulation and;

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Nonconvex Optimal Control and Variational Problems

Nonconvex Optimal Control and Variational Problems is an important contribution to the existing literature in the field and is devoted to;

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Variational Approach to Gravity Field Theories

described in this book will be especially suited to physics students. After an introduction to field theories and the variational approach;

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Hands-On Image Generation with TensorFlow

understanding of the underlying principles. Starting with an introduction to the fundamentals of image generation using TensorFlow, this book covers;

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Handbook of Variational Methods for Nonlinear Geometric Data

is authored by leading experts in the respective discipline and provides an introduction, an overview and a description of the current state of the;

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Handbook of Variational Methods for Nonlinear Geometric Data

is authored by leading experts in the respective discipline and provides an introduction, an overview and a description of the current state of the;

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Introduction To The Mathematical Theory Of Vibrations Of Elastic Plates, An - By R D Mindlin

This book by the late R D Mindlin is destined to become a classic introduction to the mathematical aspects of two-dimensional theories;

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Variational Principles in Physics

follows the fastest route from one point to another, an idea which came to be a cornerstone of geometrical optics. This book explains variational;

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Mechanics of Structures

Resoundingly popular in its first edition, the second edition of Mechanics of Structures: Variational and Computational Methods promises to;

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