Jochen Garcke – författare

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16 produkter

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16 produkter

Algorithmic Mathematics in Machine Learning
AvBastian Bohn,Jochen Garckem. fl.
Häftad, Engelska, 2024
764 kr
Skickas inom 5-8 vardagar
The goal of Algorithmic Mathematics in Machine Learning is to explore several well-known machine learning and data analysis algorithms from a mathematical and programming perspective. In this unique book, the authors:Present machine learning methods, review the underlying mathematics, and provide programming exercises intended to deepen the reader's understanding.Accompany application areas with exercises that explore the unique characteristics of real-world data sets (e.g. pedestrian detection image data, biological cell data).Highlight new terminology and background information on mathematical concepts, as well as exercises, in "info-boxes" throughout the text.
Del 123 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications - Miami 2016
AvJochen Garcke,Dirk Pflügerm. fl.
Häftad, Engelska, 2019
1 667 kr
Skickas inom 10-15 vardagar
Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different flavors, are frequently the method of choice. This volume of LNCSE presents selected papers from the proceedings of the fourth workshop on sparse grids and applications, and demonstrates once again the importance of this numerical discretization scheme. The articles present recent advances in the numerical analysis of sparse grids in connection with a range of applications including computational chemistry, computational fluid dynamics, and big data analytics, to name but a few.
Del 144 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications - Munich 2018
AvHans-Joachim Bungartz,Jochen Garckem. fl.
Inbunden, Engelska, 2022
1 888 kr
Skickas inom 10-15 vardagar
Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different flavors, are frequently the method of choice.This volume of LNCSE presents selected papers from the proceedings of the fifth workshop on sparse grids and applications, and demonstrates once again the importance of this numerical discretization scheme. The articles present recent advances in the numerical analysis of sparse grids in connection with a range of applications including uncertainty quantification, plasma physics simulations, and computational chemistry, to name but a few.
Sparse Grids and Applications - Munich 2018
AvDirk Pfluger,Jochen Garckem. fl.
E-bok
Engelska, 2022
2 359 kr
Läs direkt efter köp
Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different flavors, are frequently the method of choice.
This volume of LNCSE presents selected papers from the proceedings of the fifth workshop on sparse grids and applications, and demonstrates once again the importance of this numerical discretization scheme. The articles present recent advances in the numerical analysis of sparse grids in connection with a range of applications including uncertainty quantification, plasma physics simulations, and computational chemistry, to name but a few.
Del 144 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications - Munich 2018
AvHans-Joachim Bungartz,Jochen Garckem. fl.
Häftad, Engelska, 2023
1 888 kr
Skickas inom 10-15 vardagar
Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different flavors, are frequently the method of choice.This volume of LNCSE presents selected papers from the proceedings of the fifth workshop on sparse grids and applications, and demonstrates once again the importance of this numerical discretization scheme. The articles present recent advances in the numerical analysis of sparse grids in connection with a range of applications including uncertainty quantification, plasma physics simulations, and computational chemistry, to name but a few.
Del 97 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications - Munich 2012
AvJochen Garcke,Dirk Pflüger
Inbunden, Engelska, 2014
1 113 kr
Skickas inom 10-15 vardagar
Sparse grids have gained increasing interest in recent years for the numerical treatment of high-dimensional problems. Whereas classical numerical discretization schemes fail in more than three or four dimensions, sparse grids make it possible to overcome the “curse” of dimensionality to some degree, extending the number of dimensions that can be dealt with. This volume of LNCSE collects the papers from the proceedings of the second workshop on sparse grids and applications, demonstrating once again the importance of this numerical discretization scheme. The selected articles present recent advances on the numerical analysis of sparse grids as well as efficient data structures, and the range of applications extends to uncertainty quantification settings and clustering, to name but a few examples.
Sparse Grids and Applications - Munich 2012
AvDirk Pfluger,Jochen Garcke
E-bok
PDF, Engelska, 2014
1 427 kr
Läs direkt efter köp
Sparse grids have gained increasing interest in recent years for the numerical treatment of high-dimensional problems. Whereas classical numerical discretization schemes fail in more than three or four dimensions, sparse grids make it possible to overcome the “curse” of dimensionality to some degree, extending the number of dimensions that can be dealt with. This volume of LNCSE collects the papers from the proceedings of the second workshop on sparse grids and applications, demonstrating once again the importance of this numerical discretization scheme. The selected articles present recent advances on the numerical analysis of sparse grids as well as efficient data structures, and the range of applications extends to uncertainty quantification settings and clustering, to name but a few examples.
Del 109 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications - Stuttgart 2014
AvJochen Garcke,Dirk Pflüger
Inbunden, Engelska, 2016
1 113 kr
Skickas inom 10-15 vardagar
This volume of LNCSE is a collection of the papers from the proceedings of the third workshop on sparse grids and applications. Sparse grids are a popular approach for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different guises, are frequently the method of choice, be it spatially adaptive in the hierarchical basis or via the dimensionally adaptive combination technique. Demonstrating once again the importance of this numerical discretization scheme, the selected articles present recent advances on the numerical analysis of sparse grids as well as efficient data structures. The book also discusses a range of applications, including uncertainty quantification and plasma physics.
Sparse Grids and Applications - Stuttgart 2014
AvDirk Pfluger,Jochen Garcke
E-bok
PDF, Engelska, 2016
1 416 kr
Läs direkt efter köp
This volume of LNCSE is a collection of the papers from the proceedings of the third workshop on sparse grids and applications. Sparse grids are a popular approach for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different guises, are frequently the method of choice, be it spatially adaptive in the hierarchical basis or via the dimensionally adaptive combination technique. Demonstrating once again the importance of this numerical discretization scheme, the selected articles present recent advances on the numerical analysis of sparse grids as well as efficient data structures. The book also discusses a range of applications, including uncertainty quantification and plasma physics.
Del 97 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications - Munich 2012
AvJochen Garcke,Dirk Pflüger
Häftad, Engelska, 2016
1 113 kr
Skickas inom 10-15 vardagar
Sparse grids have gained increasing interest in recent years for the numerical treatment of high-dimensional problems. Whereas classical numerical discretization schemes fail in more than three or four dimensions, sparse grids make it possible to overcome the “curse” of dimensionality to some degree, extending the number of dimensions that can be dealt with. This volume of LNCSE collects the papers from the proceedings of the second workshop on sparse grids and applications, demonstrating once again the importance of this numerical discretization scheme. The selected articles present recent advances on the numerical analysis of sparse grids as well as efficient data structures, and the range of applications extends to uncertainty quantification settings and clustering, to name but a few examples.
Del 123 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications - Miami 2016
AvJochen Garcke,Dirk Pflügerm. fl.
Inbunden, Engelska, 2018
1 667 kr
Skickas inom 10-15 vardagar
Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different flavors, are frequently the method of choice. This volume of LNCSE presents selected papers from the proceedings of the fourth workshop on sparse grids and applications, and demonstrates once again the importance of this numerical discretization scheme. The articles present recent advances in the numerical analysis of sparse grids in connection with a range of applications including computational chemistry, computational fluid dynamics, and big data analytics, to name but a few.
Sparse Grids and Applications - Miami 2016
AvGuannan Zhang,Clayton G. Websterm. fl.
E-bok
Engelska, 2018
2 065 kr
Läs direkt efter köp
Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different flavors, are frequently the method of choice.

This volume of LNCSE presents selected papers from the proceedings of the fourth workshop on sparse grids and applications, and demonstrates once again the importance of this numerical discretization scheme. The articles present recent advances in the numerical analysis of sparse grids in connection with a range of applications including computational chemistry, computational fluid dynamics, and big data analytics, to name but a few.
Del 109 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications - Stuttgart 2014
AvJochen Garcke,Dirk Pflüger
Häftad, Engelska, 2018
1 113 kr
Skickas inom 10-15 vardagar
This volume of LNCSE is a collection of the papers from the proceedings of the third workshop on sparse grids and applications. Sparse grids are a popular approach for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different guises, are frequently the method of choice, be it spatially adaptive in the hierarchical basis or via the dimensionally adaptive combination technique. Demonstrating once again the importance of this numerical discretization scheme, the selected articles present recent advances on the numerical analysis of sparse grids as well as efficient data structures. The book also discusses a range of applications, including uncertainty quantification and plasma physics.
Del 88 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications
AvJochen Garcke,Michael Griebel
Inbunden, Engelska, 2012
1 113 kr
Skickas inom 10-15 vardagar
In the recent decade, there has been a growing interest in the numerical treatment of high-dimensional problems. It is well known that classical numerical discretization schemes fail in more than three or four dimensions due to the curse of dimensionality. The technique of sparse grids helps overcome this problem to some extent under suitable regularity assumptions. This discretization approach is obtained from a multi-scale basis by a tensor product construction and subsequent truncation of the resulting multiresolution series expansion. This volume of LNCSE is a collection of the papers from the proceedings of the workshop on sparse grids and its applications held in Bonn in May 2011. The selected articles present recent advances in the mathematical understanding and analysis of sparse grid discretization. Aspects arising from applications are given particular attention.
Sparse Grids and Applications
AvMichael Griebel,Jochen Garcke
E-bok
PDF, Engelska, 2012
1 427 kr
Läs direkt efter köp
In the recent decade, there has been a growing interest in the numerical treatment of high-dimensional problems. It is well known that classical numerical discretization schemes fail in more than three or four dimensions due to the curse of dimensionality. The technique of sparse grids helps overcome this problem to some extent under suitable regularity assumptions. This discretization approach is obtained from a multi-scale basis by a tensor product construction and subsequent truncation of the resulting multiresolution series expansion. This volume of LNCSE is a collection of the papers from the proceedings of the workshop on sparse grids and its applications held in Bonn in May 2011. The selected articles present recent advances in the mathematical understanding and analysis of sparse grid discretization. Aspects arising from applications are given particular attention.
Del 88 - Lecture Notes in Computational Science and Engineering
Sparse Grids and Applications
AvJochen Garcke,Michael Griebel
Häftad, Engelska, 2014
1 113 kr
Skickas inom 10-15 vardagar
In the recent decade, there has been a growing interest in the numerical treatment of high-dimensional problems. It is well known that classical numerical discretization schemes fail in more than three or four dimensions due to the curse of dimensionality. The technique of sparse grids helps overcome this problem to some extent under suitable regularity assumptions. This discretization approach is obtained from a multi-scale basis by a tensor product construction and subsequent truncation of the resulting multiresolution series expansion. This volume of LNCSE is a collection of the papers from the proceedings of the workshop on sparse grids and its applications held in Bonn in May 2011. The selected articles present recent advances in the mathematical understanding and analysis of sparse grid discretization. Aspects arising from applications are given particular attention.

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Jochen Garcke – författare

Algorithmic Mathematics in Machine Learning

Sparse Grids and Applications - Miami 2016

Sparse Grids and Applications - Munich 2018

Sparse Grids and Applications - Munich 2018

Sparse Grids and Applications - Munich 2018

Sparse Grids and Applications - Munich 2012

Sparse Grids and Applications - Munich 2012

Sparse Grids and Applications - Stuttgart 2014

Sparse Grids and Applications - Stuttgart 2014

Sparse Grids and Applications - Munich 2012

Sparse Grids and Applications - Miami 2016

Sparse Grids and Applications - Miami 2016

Sparse Grids and Applications - Stuttgart 2014

Sparse Grids and Applications

Sparse Grids and Applications

Sparse Grids and Applications

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