Alexander Horsch's Books

Interpretability in Deep Learning

By: Ayush Somani,Alexander Horsch,Dilip K. Prasad

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Interpretability in Deep Learning

By: Ayush Somani,Alexander Horsch,Dilip K. Prasad

This book is a comprehensive curation, exposition and illustrative discussion of recent research tools for interpretability of deep learning models, with a focus on neural network architectures. In addition, it includes several case studies from application-oriented articles in the fields of computer vision, optics and machine learning related topic. The book can be used as a monograph on interpretability in deep learning covering the most recent topics as well as a textbook for graduate students. Scientists with research, development and application responsibilities benefit from its systematic exposition.

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483

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Springer Nature

Published Date

ISBN 10

3031206398

ISBN 13

9783031206399

Genetic Engineering of Plants

An Agricultural Perspective

By: Tsune Kosuge,Carole P. Meredith,Alexander Hollaender,Claire M. Wilson

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Genetic Engineering of Plants

An Agricultural Perspective

By: Tsune Kosuge,Carole P. Meredith,Alexander Hollaender,Claire M. Wilson

William C. Taylor Department of Genetics University of California Berkeley, California 94720 It is evident by now that there is a great deal of interest in exploiting the new technologies to genetically engineer new forms of plants. A purpose of this meeting is to assess the possibilities. The papers that follow are concerned with the analysis of single genes or small gene families. We will read about genes found within the nucleus, plastids, and bacteria which are responsible for agri culturally important traits. Given that these genes can be isolated by recombinant DNA techniques, there are two possible strategies for plant engineering. One involves isolating a gene from a cultivated plant, changing it in a specific way and then inserting it back into the same plant where it produces an altered gene product. An example might be changing the amino acid composition of a seed pro tein so as to make the seed a more efficient food source. A second strategy is to isolate a gene from one species and transfer it to another species where it produces a desirable feature. An example might be the transfer of a gene which encodes a more efficient pho tosynthetic enzyme from a wild relative into a cultivated species. There are three technical hurdles which must be overcome for either strategy to work. The gene of interest must be physically isolated.

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499

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Springer Science & Business Media

Published Date

ISBN 10

1468445448

ISBN 13

9781468445442

Supercomputing for Molecular Dynamics Simulations

Handling Multi-Trillion Particles in Nanofluidics

By: Alexander Heinecke,Wolfgang Eckhardt,Martin Horsch,Hans-Joachim Bungartz

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Supercomputing for Molecular Dynamics Simulations

Handling Multi-Trillion Particles in Nanofluidics

By: Alexander Heinecke,Wolfgang Eckhardt,Martin Horsch,Hans-Joachim Bungartz

This work presents modern implementations of relevant molecular dynamics algorithms using ls1 mardyn, a simulation program for engineering applications. The text focuses strictly on HPC-related aspects, covering implementation on HPC architectures, taking Intel Xeon and Intel Xeon Phi clusters as representatives of current platforms. The work describes distributed and shared-memory parallelization on these platforms, including load balancing, with a particular focus on the efficient implementation of the compute kernels. The text also discusses the software-architecture of the resulting code.

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Springer

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ISBN 10

3319171488

ISBN 13

9783319171487

Tailoring Genes for Crop Improvement

An Agricultural Perspective

By: George Bruening,John Harada,Tsune Kosuge,Alexander Hollaender

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Tailoring Genes for Crop Improvement

An Agricultural Perspective

By: George Bruening,John Harada,Tsune Kosuge,Alexander Hollaender

In August. 1982. a conference was held at the University of Califor nia. Davis. to discuss both molecular and traditional approaches to plant genetic analysis and plant breeding. Papers presented at the meeting were published in Genetic Engineering of Plants: An Agricultural Perspective. A second conference. entitled "Tailoring Genes for Crop Improvement." spon sored by the UC-Davis College of Agricultural and Environmental Sciences and the College's Biotechnology Program. was held at Davis in August. 1986. to discuss the notable advances that had been made during the intervening years in the technology for gene modification. transfer. and expression in plants. This volume contains papers that were presented at this meeting and provides readers with examples of how the new experimental strategies are being used to gain a clearer understanding of the biology of the plants we grow for food and fiber; it also discusses how molecular biology approaches are being used to introduce new genes into plants for plant breeding programs. We are grateful to the speakers for their excellent presentations for the conference and extend our sincere thanks to those who contributed manuscripts for this volume.

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224

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Springer Science & Business Media

Published Date

ISBN 10

1468453297

ISBN 13

9781468453294

Statistical Mechanics And The Physics Of Many-particle Model Systems

By: Alexander Leonidovich Kuzemsky

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Statistical Mechanics And The Physics Of Many-particle Model Systems

By: Alexander Leonidovich Kuzemsky

The book is devoted to the study of the correlation effects in many-particle systems. It presents the advanced methods of quantum statistical mechanics (equilibrium and nonequilibrium), and shows their effectiveness and operational ability in applications to problems of quantum solid-state theory, quantum theory of magnetism and the kinetic theory. The book includes description of the fundamental concepts and techniques of analysis following the approach of N N Bogoliubov's school, including recent developments. It provides an overview that introduces the main notions of quantum many-particle physics with the emphasis on concepts and models.This book combines the features of textbook and research monograph. For many topics the aim is to start from the beginning and to guide the reader to the threshold of advanced researches. Many chapters include also additional information and discuss many complex research areas which are not often discussed in other places. The book is useful for established researchers to organize and present the advanced material disseminated in the literature. The book contains also an extensive bibliography.The book serves undergraduate, graduate and postgraduate students, as well as researchers who have had prior experience with the subject matter at a more elementary level or have used other many-particle techniques.

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1259

Publisher

World Scientific

Published Date

ISBN 10

981314565X

ISBN 13

9789813145658

Electronic Structure and Magneto-Optical Properties of Solids

By: Victor Antonov,Bruce Harmon,Alexander Yaresko

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Electronic Structure and Magneto-Optical Properties of Solids

By: Victor Antonov,Bruce Harmon,Alexander Yaresko

The aim of this book is to review recent achievements in thetheoretical investigations of the electronic structure, optical, magneto-optical (MO), and x-ray magnetic circular dichroism (XMCD)properties of compounds and Multilayered structures.Chapter 1 of this book is of an introductory character and presentsthe theoretical foundations of the band theory of solids such as thedensity functional theory for ground state properties of solidsincluding local density approximation (LDA). It also presents somemodifications to the LDA, such as gradient correction, self-interaction correction, LDA+U method, orbital polarizationcorrection, GW approximation, and dynamical mean- field theory. Thedescription of the magneto-optical effects and linear response theoryare also presented.The book describes the MO properties for a number of 3d materials, such as elemental ferromagnetic metals (Fe, Co and Ni) andparamagnetic metals in external magnetic fields (Pd and Pt), someimportant 3d compounds such as XPt3 (X=V, Cr, Mn, Fe and Co), Heusleralloys, chromium spinel chalcogenides, MnB and strongly correlatedmagnetite Fe304. It also describes the recent achievements in both theexperimental and theoretical investigations of the electronicstructure, optical and MO properties of transition metal multilayeredstructures (MLS).The book presents also the MO properties of f band ferromagneticmaterials: Tm, Nd, Sm, Ce and La monochalcogenides, some important Y

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538

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Springer Science & Business Media

Published Date

ISBN 10

1402019068

ISBN 13

9781402019067

Registration Methods for Pulmonary Image Analysis

Integration of Morphological and Physiological Knowledge

By: Alexander Schmidt-Richberg

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Registration Methods for Pulmonary Image Analysis

Integration of Morphological and Physiological Knowledge

By: Alexander Schmidt-Richberg

Various applications in the field of pulmonary image analysis require a registration of CT images of the lung. For example, a registration-based estimation of the breathing motion is employed to increase the accuracy of dose distribution in radiotherapy. Alexander Schmidt-Richberg develops methods to explicitly model morphological and physiological knowledge about respiration in algorithms for the registration of thoracic CT images. The author focusses on two lung-specific issues: on the one hand, the alignment of the interlobular fissures and on the other hand, the estimation of sliding motion at the lung boundaries. He shows that by explicitly considering these aspects based on a segmentation of the respective structure, registration accuracy can be significantly improved.

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179

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Springer Science & Business Media

Published Date

ISBN 10

3658016620

ISBN 13

9783658016623

Interpretability in Deep Learning

By: Ayush Somani,Alexander Horsch,Dilip K. Prasad

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Interpretability in Deep Learning

By: Ayush Somani,Alexander Horsch,Dilip K. Prasad

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483

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Springer Nature

Published Date

ISBN 10

3031206398

ISBN 13

9783031206399

Supercomputing for Molecular Dynamics Simulations

Handling Multi-Trillion Particles in Nanofluidics

By: Alexander Heinecke,Wolfgang Eckhardt,Martin Horsch,Hans-Joachim Bungartz

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Supercomputing for Molecular Dynamics Simulations

Handling Multi-Trillion Particles in Nanofluidics

By: Alexander Heinecke,Wolfgang Eckhardt,Martin Horsch,Hans-Joachim Bungartz

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3319171488

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9783319171487

Book's by Alexander Horsch

Interpretability in Deep Learning

Interpretability in Deep Learning

Genetic Engineering of Plants

Genetic Engineering of Plants

Supercomputing for Molecular Dynamics Simulations

Supercomputing for Molecular Dynamics Simulations

Tailoring Genes for Crop Improvement

Tailoring Genes for Crop Improvement

Statistical Mechanics And The Physics Of Many-particle Model Systems

Statistical Mechanics And The Physics Of Many-particle Model Systems

Electronic Structure and Magneto-Optical Properties of Solids

Electronic Structure and Magneto-Optical Properties of Solids

Registration Methods for Pulmonary Image Analysis

Registration Methods for Pulmonary Image Analysis

Interpretability in Deep Learning

Interpretability in Deep Learning

Supercomputing for Molecular Dynamics Simulations

Supercomputing for Molecular Dynamics Simulations

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