Language:
English
繁體中文
Help
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Computational Methods in Physics = C...
~
Horvat, Martin.
Computational Methods in Physics = Compendium for Students /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Computational Methods in Physics/ by Simon Širca, Martin Horvat.
Reminder of title:
Compendium for Students /
Author:
Širca, Simon.
other author:
Horvat, Martin.
Description:
XXIV, 880 p. 268 illus., 20 illus. in color.online resource. :
Contained By:
Springer Nature eBook
Subject:
Physics. -
Online resource:
https://doi.org/10.1007/978-3-319-78619-3
ISBN:
9783319786193
Computational Methods in Physics = Compendium for Students /
Širca, Simon.
Computational Methods in Physics
Compendium for Students /[electronic resource] :by Simon Širca, Martin Horvat. - 2nd ed. 2018. - XXIV, 880 p. 268 illus., 20 illus. in color.online resource. - Graduate Texts in Physics,1868-4513. - Graduate Texts in Physics,.
Basics of numerical analysis -- Solution of nonlinear equations -- Matrix methods -- Transformations of functions and signals -- Statistical description and modeling of data -- Modeling and analysis of time series -- Initial-value problems for ordinary differential equations -- Boundary-value problems for ordinary differential equations -- Difference methods for one-dimensional partial differential equations -- Difference methods for partial differential equations in more than one dim -- Spectral methods for partial differential equations -- Inverse methods.
This book is intended to help advanced undergraduate, graduate, and postdoctoral students in their daily work by offering them a compendium of numerical methods. The choice of methods pays significant attention to error estimates, stability and convergence issues, as well as optimization of program execution speeds. Numerous examples are given throughout the chapters, followed by comprehensive end-of-chapter problems with a more pronounced physics background, while less stress is given to the explanation of individual algorithms. The readers are encouraged to develop a certain amount of skepticism and scrutiny instead of blindly following readily available commercial tools. The second edition has been enriched by a chapter on inverse problems dealing with the solution of integral equations, inverse Sturm-Liouville problems, as well as retrospective and recovery problems for partial differential equations. The revised text now includes an introduction to sparse matrix methods, the solution of matrix equations, and pseudospectra of matrices; it discusses the sparse Fourier, non-uniform Fourier and discrete wavelet transformations, the basics of non-linear regression and the Kolmogorov-Smirnov test; it demonstrates the key concepts in solving stiff differential equations and the asymptotics of Sturm-Liouville eigenvalues and eigenfunctions. Among other updates, it also presents the techniques of state-space reconstruction, methods to calculate the matrix exponential, generate random permutations and compute stable derivatives.
ISBN: 9783319786193
Standard No.: 10.1007/978-3-319-78619-3doiSubjects--Topical Terms:
564049
Physics.
LC Class. No.: QC1-999
Dewey Class. No.: 530.1
Computational Methods in Physics = Compendium for Students /
LDR
:03541nam a22004095i 4500
001
995211
003
DE-He213
005
20200704013112.0
007
cr nn 008mamaa
008
201225s2018 gw | s |||| 0|eng d
020
$a
9783319786193
$9
978-3-319-78619-3
024
7
$a
10.1007/978-3-319-78619-3
$2
doi
035
$a
978-3-319-78619-3
050
4
$a
QC1-999
072
7
$a
PHU
$2
bicssc
072
7
$a
SCI040000
$2
bisacsh
072
7
$a
PHU
$2
thema
082
0 4
$a
530.1
$2
23
100
1
$a
Širca, Simon.
$e
author.
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
1272726
245
1 0
$a
Computational Methods in Physics
$h
[electronic resource] :
$b
Compendium for Students /
$c
by Simon Širca, Martin Horvat.
250
$a
2nd ed. 2018.
264
1
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2018.
300
$a
XXIV, 880 p. 268 illus., 20 illus. in color.
$b
online resource.
336
$a
text
$b
txt
$2
rdacontent
337
$a
computer
$b
c
$2
rdamedia
338
$a
online resource
$b
cr
$2
rdacarrier
347
$a
text file
$b
PDF
$2
rda
490
1
$a
Graduate Texts in Physics,
$x
1868-4513
505
0
$a
Basics of numerical analysis -- Solution of nonlinear equations -- Matrix methods -- Transformations of functions and signals -- Statistical description and modeling of data -- Modeling and analysis of time series -- Initial-value problems for ordinary differential equations -- Boundary-value problems for ordinary differential equations -- Difference methods for one-dimensional partial differential equations -- Difference methods for partial differential equations in more than one dim -- Spectral methods for partial differential equations -- Inverse methods.
520
$a
This book is intended to help advanced undergraduate, graduate, and postdoctoral students in their daily work by offering them a compendium of numerical methods. The choice of methods pays significant attention to error estimates, stability and convergence issues, as well as optimization of program execution speeds. Numerous examples are given throughout the chapters, followed by comprehensive end-of-chapter problems with a more pronounced physics background, while less stress is given to the explanation of individual algorithms. The readers are encouraged to develop a certain amount of skepticism and scrutiny instead of blindly following readily available commercial tools. The second edition has been enriched by a chapter on inverse problems dealing with the solution of integral equations, inverse Sturm-Liouville problems, as well as retrospective and recovery problems for partial differential equations. The revised text now includes an introduction to sparse matrix methods, the solution of matrix equations, and pseudospectra of matrices; it discusses the sparse Fourier, non-uniform Fourier and discrete wavelet transformations, the basics of non-linear regression and the Kolmogorov-Smirnov test; it demonstrates the key concepts in solving stiff differential equations and the asymptotics of Sturm-Liouville eigenvalues and eigenfunctions. Among other updates, it also presents the techniques of state-space reconstruction, methods to calculate the matrix exponential, generate random permutations and compute stable derivatives.
650
0
$a
Physics.
$3
564049
650
0
$a
Chemistry, Physical and theoretical.
$3
557299
650
0
$a
Applied mathematics.
$3
1069907
650
0
$a
Engineering mathematics.
$3
562757
650
0
$a
Computer mathematics.
$3
1199796
650
1 4
$a
Numerical and Computational Physics, Simulation.
$3
1112293
650
2 4
$a
Theoretical and Computational Chemistry.
$3
670313
650
2 4
$a
Mathematical and Computational Engineering.
$3
1139415
650
2 4
$a
Computational Science and Engineering.
$3
670319
700
1
$a
Horvat, Martin.
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
882737
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
776
0 8
$i
Printed edition:
$z
9783319786186
776
0 8
$i
Printed edition:
$z
9783319786209
776
0 8
$i
Printed edition:
$z
9783030087463
830
0
$a
Graduate Texts in Physics,
$x
1868-4513
$3
1253956
856
4 0
$u
https://doi.org/10.1007/978-3-319-78619-3
912
$a
ZDB-2-PHA
912
$a
ZDB-2-SXP
950
$a
Physics and Astronomy (SpringerNature-11651)
950
$a
Physics and Astronomy (R0) (SpringerNature-43715)
based on 0 review(s)
Multimedia
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login