Leonid Berlyand – författare

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7 produkter

1. 

   Introduction to the Network Approximation Method for Materials Modeling

   Av Leonid Berlyand, Alexander G. Kolpakov m. fl.

   Inbunden, 2012

   1226 kr

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   In recent years the traditional subject of continuum mechanics has grown rapidly and many new techniques have emerged. This text provides a rigorous, yet accessible introduction to the basic concepts of the network approximation method and provides a unified approach for solving a wide variety of …

2. 

   Getting Acquainted with Homogenization and Multiscale

   Av Leonid Berlyand, Volodymyr Rybalko

   Häftad, 2018

   498 kr

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   The objective of this book is to navigate beginning graduate students in mathematics and engineering through a mature field of multiscale problems in homogenization theory and to provide an idea of its broad scope. An overview of a wide spectrum of homogenization techniques ranging from classical …

3. 

   Getting Acquainted with Homogenization and Multiscale

   Av Volodymyr Rybalko, Leonid Berlyand

   E-bok, 2018

   652 kr

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   The objective of this book is to navigate beginning graduate students in mathematics and engineering through a mature field of multiscale problems in homogenization theory and to provide an idea of its broad scope. An overview of a wide spectrum of homogenization techniques ranging from classical …

4. 

   Mathematics of Deep Learning

   An Introduction

   Av Leonid Berlyand, Pierre-Emmanuel Jabin

   Häftad, 2023

   677 kr

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   The goal of this book is to provide a mathematical perspective on some key elements of the so-called deep neural networks (DNNs). Much of the interest in deep learning has focused on the implementation of DNN-based algorithms. Our hope is that this compact textbook will offer a complementary point …

5. 

   Mathematics of Deep Learning

   An Introduction

   Av Pierre-Emmanuel Jabin, Leonid Berlyand

   E-bok, 2023

   820 kr

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   The goal of this book is to provide a mathematical perspective on some key elements of the so-called deep neural networks (DNNs). Much of the interest in deep learning has focused on the implementation of DNN-based algorithms. Our hope is that this compact textbook will offer a complementary point …

6. 

   Mathematics of Deep Learning

   An Introduction

   Av Pierre-Emmanuel Jabin, Leonid Berlyand

   E-bok, 2023

   820 kr

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   The goal of this book is to provide a mathematical perspective on some key elements of the so-called deep neural networks (DNNs). Much of the interest in deep learning has focused on the implementation of DNN-based algorithms. Our hope is that this compact textbook will offer a complementary point …

7. 

   Mathematics of Deep Learning

   An Introduction to Foundational Mathematics of Neural Nets

   Av Leonid Berlyand, Pierre-Emmanuel Jabin

   Häftad, 2026

   705 kr

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   This course aims at providing a mathematical perspective to some key elements of the so-called deep neural networks (DNNs). Much of the interest on deep learning has focused on the implementation of DNN-based algorithms. Our hope is that this compact textbook will offer a complementary point of …