Language:
English
繁體中文
Help
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Stochastic Dynamics in Computational...
~
SpringerLink (Online service)
Stochastic Dynamics in Computational Biology
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Stochastic Dynamics in Computational Biology/ by Stefanie Winkelmann, Christof Schütte.
Author:
Winkelmann, Stefanie.
other author:
Schütte, Christof.
Description:
XVIII, 272 p. 55 illus., 46 illus. in color.online resource. :
Contained By:
Springer Nature eBook
Subject:
Mathematical and Computational Biology. -
Online resource:
https://doi.org/10.1007/978-3-030-62387-6
ISBN:
9783030623876
Stochastic Dynamics in Computational Biology
Winkelmann, Stefanie.
Stochastic Dynamics in Computational Biology
[electronic resource] /by Stefanie Winkelmann, Christof Schütte. - 1st ed. 2020. - XVIII, 272 p. 55 illus., 46 illus. in color.online resource. - Frontiers in Applied Dynamical Systems: Reviews and Tutorials,2364-4532. - Frontiers in Applied Dynamical Systems: Reviews and Tutorials,1.
Introduction -- Well-mixed stochastic reaction kinetics -- Population scaling -- Temporal scaling -- Spatial scaling -- Summary and Outlook -- Mathematical background.
The aim of this book is to provide a well-structured and coherent overview of existing mathematical modeling approaches for biochemical reaction systems, investigating relations between both the conventional models and several types of deterministic-stochastic hybrid model recombinations. Another main objective is to illustrate and compare diverse numerical simulation schemes and their computational effort. Unlike related works, this book presents a broad scope in its applications, from offering a detailed introduction to hybrid approaches for the case of multiple population scales to discussing the setting of time-scale separation resulting from widely varying firing rates of reaction channels. Additionally, it also addresses modeling approaches for non well-mixed reaction-diffusion dynamics, including deterministic and stochastic PDEs and spatiotemporal master equations. Finally, by translating and incorporating complex theory to a level accessible to non-mathematicians, this book effectively bridges the gap between mathematical research in computational biology and its practical use in biological, biochemical, and biomedical systems.
ISBN: 9783030623876
Standard No.: 10.1007/978-3-030-62387-6doiSubjects--Topical Terms:
786706
Mathematical and Computational Biology.
LC Class. No.: QA313
Dewey Class. No.: 515.39
Stochastic Dynamics in Computational Biology
LDR
:02767nam a22004095i 4500
001
1031084
003
DE-He213
005
20210104205101.0
007
cr nn 008mamaa
008
210318s2020 gw | s |||| 0|eng d
020
$a
9783030623876
$9
978-3-030-62387-6
024
7
$a
10.1007/978-3-030-62387-6
$2
doi
035
$a
978-3-030-62387-6
050
4
$a
QA313
072
7
$a
PBWR
$2
bicssc
072
7
$a
MAT034000
$2
bisacsh
072
7
$a
PBWR
$2
thema
082
0 4
$a
515.39
$2
23
082
0 4
$a
515.48
$2
23
100
1
$a
Winkelmann, Stefanie.
$e
author.
$0
(orcid)0000-0002-0114-7819
$1
https://orcid.org/0000-0002-0114-7819
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
1328142
245
1 0
$a
Stochastic Dynamics in Computational Biology
$h
[electronic resource] /
$c
by Stefanie Winkelmann, Christof Schütte.
250
$a
1st ed. 2020.
264
1
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2020.
300
$a
XVIII, 272 p. 55 illus., 46 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
Frontiers in Applied Dynamical Systems: Reviews and Tutorials,
$x
2364-4532
505
0
$a
Introduction -- Well-mixed stochastic reaction kinetics -- Population scaling -- Temporal scaling -- Spatial scaling -- Summary and Outlook -- Mathematical background.
520
$a
The aim of this book is to provide a well-structured and coherent overview of existing mathematical modeling approaches for biochemical reaction systems, investigating relations between both the conventional models and several types of deterministic-stochastic hybrid model recombinations. Another main objective is to illustrate and compare diverse numerical simulation schemes and their computational effort. Unlike related works, this book presents a broad scope in its applications, from offering a detailed introduction to hybrid approaches for the case of multiple population scales to discussing the setting of time-scale separation resulting from widely varying firing rates of reaction channels. Additionally, it also addresses modeling approaches for non well-mixed reaction-diffusion dynamics, including deterministic and stochastic PDEs and spatiotemporal master equations. Finally, by translating and incorporating complex theory to a level accessible to non-mathematicians, this book effectively bridges the gap between mathematical research in computational biology and its practical use in biological, biochemical, and biomedical systems.
650
2 4
$a
Mathematical and Computational Biology.
$3
786706
650
2 4
$a
Vibration, Dynamical Systems, Control.
$3
670825
650
1 4
$a
Dynamical Systems and Ergodic Theory.
$3
671353
650
0
$a
Biomathematics.
$3
527725
650
0
$a
Dynamical systems.
$3
1249739
650
0
$a
Vibration.
$3
595749
650
0
$a
Ergodic theory.
$3
672355
650
0
$a
Dynamics.
$3
592238
700
1
$a
Schütte, Christof.
$e
author.
$1
https://orcid.org/0000-0001-5232-2683
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
1328143
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
776
0 8
$i
Printed edition:
$z
9783030623869
776
0 8
$i
Printed edition:
$z
9783030623883
830
0
$a
Frontiers in Applied Dynamical Systems: Reviews and Tutorials,
$x
2364-4532 ;
$v
1
$3
1258941
856
4 0
$u
https://doi.org/10.1007/978-3-030-62387-6
912
$a
ZDB-2-SMA
912
$a
ZDB-2-SXMS
950
$a
Mathematics and Statistics (SpringerNature-11649)
950
$a
Mathematics and Statistics (R0) (SpringerNature-43713)
based on 0 review(s)
Multimedia
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login