Tensor Network Contractions

Tensor Network Contractions PDF Author: Shi-Ju Ran
Publisher: Springer Nature
ISBN: 3030344894
Category : Science
Languages : en
Pages : 160

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Book Description
Tensor network is a fundamental mathematical tool with a huge range of applications in physics, such as condensed matter physics, statistic physics, high energy physics, and quantum information sciences. This open access book aims to explain the tensor network contraction approaches in a systematic way, from the basic definitions to the important applications. This book is also useful to those who apply tensor networks in areas beyond physics, such as machine learning and the big-data analysis. Tensor network originates from the numerical renormalization group approach proposed by K. G. Wilson in 1975. Through a rapid development in the last two decades, tensor network has become a powerful numerical tool that can efficiently simulate a wide range of scientific problems, with particular success in quantum many-body physics. Varieties of tensor network algorithms have been proposed for different problems. However, the connections among different algorithms are not well discussed or reviewed. To fill this gap, this book explains the fundamental concepts and basic ideas that connect and/or unify different strategies of the tensor network contraction algorithms. In addition, some of the recent progresses in dealing with tensor decomposition techniques and quantum simulations are also represented in this book to help the readers to better understand tensor network. This open access book is intended for graduated students, but can also be used as a professional book for researchers in the related fields. To understand most of the contents in the book, only basic knowledge of quantum mechanics and linear algebra is required. In order to fully understand some advanced parts, the reader will need to be familiar with notion of condensed matter physics and quantum information, that however are not necessary to understand the main parts of the book. This book is a good source for non-specialists on quantum physics to understand tensor network algorithms and the related mathematics.

Tensor Network Contractions

Tensor Network Contractions PDF Author: Shi-Ju Ran
Publisher: Springer Nature
ISBN: 3030344894
Category : Science
Languages : en
Pages : 160

Get Book Here

Book Description
Tensor network is a fundamental mathematical tool with a huge range of applications in physics, such as condensed matter physics, statistic physics, high energy physics, and quantum information sciences. This open access book aims to explain the tensor network contraction approaches in a systematic way, from the basic definitions to the important applications. This book is also useful to those who apply tensor networks in areas beyond physics, such as machine learning and the big-data analysis. Tensor network originates from the numerical renormalization group approach proposed by K. G. Wilson in 1975. Through a rapid development in the last two decades, tensor network has become a powerful numerical tool that can efficiently simulate a wide range of scientific problems, with particular success in quantum many-body physics. Varieties of tensor network algorithms have been proposed for different problems. However, the connections among different algorithms are not well discussed or reviewed. To fill this gap, this book explains the fundamental concepts and basic ideas that connect and/or unify different strategies of the tensor network contraction algorithms. In addition, some of the recent progresses in dealing with tensor decomposition techniques and quantum simulations are also represented in this book to help the readers to better understand tensor network. This open access book is intended for graduated students, but can also be used as a professional book for researchers in the related fields. To understand most of the contents in the book, only basic knowledge of quantum mechanics and linear algebra is required. In order to fully understand some advanced parts, the reader will need to be familiar with notion of condensed matter physics and quantum information, that however are not necessary to understand the main parts of the book. This book is a good source for non-specialists on quantum physics to understand tensor network algorithms and the related mathematics.

Defending Air Bases in an Age of Insurgency

Defending Air Bases in an Age of Insurgency PDF Author: Shannon Caudill
Publisher: Military Bookshop
ISBN: 9781782666851
Category : History
Languages : en
Pages : 444

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Book Description
This anthology discusses the converging operational issues of air base defense and counterinsurgency. It explores the diverse challenges associated with defending air assets and joint personnel in a counterinsurgency environment. The authors are primarily Air Force officers from security forces, intelligence, and the office of special investigations, but works are included from a US Air Force pilot and a Canadian air force officer. The authors examine lessons from Vietnam, Iraq, Afghanistan, and other conflicts as they relate to securing air bases and sustaining air operations in a high-threat counterinsurgency environment. The essays review the capabilities, doctrine, tactics, and training needed in base defense operations and recommend ways in which to build a strong, synchronized ground defense partnership with joint and combined forces. The authors offer recommendations on the development of combat leaders with the depth of knowledge, tactical and operational skill sets, and counterinsurgency mind set necessary to be effective in the modern asymmetric battlefield.

Rice in Human Nutrition

Rice in Human Nutrition PDF Author: Bienvenido O. Juliano
Publisher: Int. Rice Res. Inst.
ISBN: 9251031495
Category : Business & Economics
Languages : en
Pages : 166

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Book Description
On title page & cover: International Rice Research Institute

National Archives Records Relating to the Korean War

National Archives Records Relating to the Korean War PDF Author: United States. National Archives and Records Administration
Publisher:
ISBN:
Category : Government publications
Languages : en
Pages : 268

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Book Description


Handbook of Air Conditioning and Refrigeration

Handbook of Air Conditioning and Refrigeration PDF Author: Shan K. Wang
Publisher: McGraw Hill Professional
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 1430

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Book Description
* A broad range of disciplines--energy conservation and air quality issues, construction and design, and the manufacture of temperature-sensitive products and materials--is covered in this comprehensive handbook * Provide essential, up-to-date HVAC data, codes, standards, and guidelines, all conveniently located in one volume * A definitive reference source on the design, selection and operation of A/C and refrigeration systems

Security of DoD Installations and Resources

Security of DoD Installations and Resources PDF Author: United States. Department of Defense
Publisher:
ISBN:
Category : Military bases
Languages : en
Pages : 8

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Book Description


High-Entropy Alloys

High-Entropy Alloys PDF Author: Michael C. Gao
Publisher: Springer
ISBN: 3319270133
Category : Technology & Engineering
Languages : en
Pages : 524

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Book Description
This book provides a systematic and comprehensive description of high-entropy alloys (HEAs). The authors summarize key properties of HEAs from the perspective of both fundamental understanding and applications, which are supported by in-depth analyses. The book also contains computational modeling in tackling HEAs, which help elucidate the formation mechanisms and properties of HEAs from various length and time scales.

The Difficult Airway

The Difficult Airway PDF Author: David B. Glick
Publisher: Springer Science & Business Media
ISBN: 0387928499
Category : Medical
Languages : en
Pages : 308

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Book Description
The Difficult Airway provides a comprehensive textual and visual coverage of how to deal with patients who have expected or unexpected difficult airways. The text begins with a description of the incidence and importance of the difficult airway and then describes the ASA Difficult Airway Algorithm created to facilitate the management of “difficult airways.” The majority of the book features a comprehensive step-by-step approach to the rescue techniques listed as part of the ASA Algorithm. Noted experts in each of the techniques have been recruited by the book editors to present the information. Figures throughout the book illustrate important points and procedures. This is a wonderful resource for professionals in the health care field including anesthesiologists, intensive care physicians, emergency room physicians, nurses, and out-of-hospital first responders.

China, the Livestock Sector

China, the Livestock Sector PDF Author:
Publisher:
ISBN: 9780821309407
Category : Business & Economics
Languages : en
Pages : 220

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Book Description
The study considers the most efficient means of satisfying the growing demand for pork, poultry and dairy products in China's large municipalities and discusses the major issues hampering the development of the sector. These constraints include difficulties in making the transition from an administered to a market system; price distortions due largely to the scope of consumer and producer subsidies; insufficient reliance on interregional and international trade to solve problems of feed and livestock product supply; lack of functional specialization within the industry; and various weaknesses of support services and the sectoral management structure. The report reviews the recent developments in China's livestock production, the organization of the sector, the emergence of Agricultural Trade Markets (ATMs) in large cities as a result of 1985 policy reforms, and influences determining future growth of urban demand for livestock products. Each component of the industry is examined in detail, including feed supply and processing, livestock and poultry breeding, animal health and veterinary services, alternative production systems and product processing.

The Flowering of Apomixis

The Flowering of Apomixis PDF Author: Yves Savidan
Publisher: CIMMYT
ISBN: 9789706480743
Category : Science
Languages : en
Pages : 260

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Book Description