Modelling in natural sciences: design, validation and case studies ; with 16 tables
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| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2003
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturangaben |
| Physical Description: | IX, 459 S. Ill., graph. Darst. : 25 cm |
| ISBN: | 3540001530 |
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Record in the Search Index
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| adam_text | Titel: Modelling in natural sciences
Autor: Müller, Tibor
Jahr: 2003
Contents
1 Models................................................................................................................1
1.1 Examples.....................................................................................................1
1.2 Etyma.........................................................................................................31
1.3 Purposes.....................................................................................................34
2 Systems............................................................................................................46
2.1 Definitions.................................................................................................46
2.2 Characterizing Systems..............................................................................49
2.3 Dynamic Systems.......................................................................................63
2.4 Systems Analysis.......................................................................................72
3 Mappings..........................................................................................................97
3.1 The Imaging Process..................................................................................97
3.2 Structure Preservation..............................................................................100
3.3 Chains and Invariants...............................................................................107
3.4 Morphisms...............................................................................................Ill
4 Characterizing Models................................................................................120
4.1 Contents...................................................................................................121
4.2 Selection..................................................................................................127
4.3 Projection................................................................................................134
5 The Art of Modelling....................................................................................139
5.1 Creating a Model.....................................................................................142
5.2 Quality Criteria........................................................................................159
viii Contents
6 Inference.........................................................................................................169
6.1 Deductive Inference.................................................................................171
6.2 Inductive Inference..................................................................................179
6.3 Personal Inference...................................................................................191
7 Probabilities...................................................................................................195
7.1 Deductive Stochastic Inference...............................................................195
7.2 Inductive Stochastic Inference.................................................................198
7.3 Certainty and Prior Probability................................................................223
8 Tolerance........................................................................................................228
8.1 The Qualitative Aspect............................................................................228
8.2 The Quantitative Aspect..........................................................................234
9 Tests................................................................................................................237
9.1 Objectives................................................................................................237
9.2 Terminology............................................................................................239
9.3 Testing.....................................................................................................242
10 Validity..........................................................................................................249
10.1 Validation..............................................................................................250
10.2 The Scope..............................................................................................251
10.3 Epistemic Foundations...........................................................................257
10.4 Quantifying the Validity of a Model......................................................260
10.5 Evaluating a Model................................................................................265
11 Suggestions for Further Reading..........................................................267
References........................................................................................................269
Contents ix
Appendix............................................................................................................275
Modelling the Evolution of Galaxies....................................................................279
Christian Theis
Modern Soda Lakes: Model Environments for an Early Alcaline Ocean.............309
Stephan Kempe and Jozef Kazmierczak
Modelling in Paleoanthropology:.......................................................................323
Reconstructing the development of paleospecies
Christine Hertler, Friedeman Schrenk and Timothy G. Bromage
A Mathematical Model for the Identification of Human Impacts on Floods:.......335
The Modau Case Study
Manfred Ostrowski, Marcus Lempert and Steffen Heusch
Physical Modeling of a Glass Melter...................................................................357
Manfred Keim
Modelling of Complexation Equilibria.................................................................379
Johannes Lützenkirchen and Bernhard Kienzier
Weather Prediction by Numerical Modelling of Atmospheric Processes.............413
Gerhard Adrian and Detlev Majewski
Simulation of Hydrogen Behaviour During a Severe Accident............................435
in a Nuclear Power Plant
Ulrich Bielert, Wolfgang Breitung and Alexei Kotchourko
List of Contributors.........................................................................................457
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| any_adam_object | 1 |
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| callnumber-first | Q - Science |
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| callnumber-subject | QA - Mathematics |
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| ctrlnum | (OCoLC)265031996 (DE-599)BVBBV016523837 |
| dewey-full | 511.8 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 511 - General principles of mathematics |
| dewey-raw | 511.8 |
| dewey-search | 511.8 |
| dewey-sort | 3511.8 |
| dewey-tens | 510 - Mathematics |
| discipline | Allgemeine Naturwissenschaft Mathematik Geographie |
| format | Book |
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| id | DE-604.BV016523837 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T19:11:31Z |
| institution | BVB |
| isbn | 3540001530 |
| language | English |
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| physical | IX, 459 S. Ill., graph. Darst. : 25 cm |
| publishDate | 2003 |
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| publishDateSort | 2003 |
| publisher | Springer |
| record_format | marc |
| spelling | Müller, Tibor Verfasser aut Modelling in natural sciences design, validation and case studies ; with 16 tables Tibor Müller ; Harmund Müller Berlin [u.a.] Springer 2003 IX, 459 S. Ill., graph. Darst. : 25 cm txt rdacontent n rdamedia nc rdacarrier Literaturangaben Modellierung (DE-588)4170297-9 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Naturwissenschaften (DE-588)4041421-8 gnd rswk-swf Naturwissenschaften (DE-588)4041421-8 s Mathematisches Modell (DE-588)4114528-8 s DE-604 Modellierung (DE-588)4170297-9 s Müller, Harmund Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010211625&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Müller, Tibor Müller, Harmund Modelling in natural sciences design, validation and case studies ; with 16 tables Modellierung (DE-588)4170297-9 gnd Mathematisches Modell (DE-588)4114528-8 gnd Naturwissenschaften (DE-588)4041421-8 gnd |
| subject_GND | (DE-588)4170297-9 (DE-588)4114528-8 (DE-588)4041421-8 |
| title | Modelling in natural sciences design, validation and case studies ; with 16 tables |
| title_auth | Modelling in natural sciences design, validation and case studies ; with 16 tables |
| title_exact_search | Modelling in natural sciences design, validation and case studies ; with 16 tables |
| title_full | Modelling in natural sciences design, validation and case studies ; with 16 tables Tibor Müller ; Harmund Müller |
| title_fullStr | Modelling in natural sciences design, validation and case studies ; with 16 tables Tibor Müller ; Harmund Müller |
| title_full_unstemmed | Modelling in natural sciences design, validation and case studies ; with 16 tables Tibor Müller ; Harmund Müller |
| title_short | Modelling in natural sciences |
| title_sort | modelling in natural sciences design validation and case studies with 16 tables |
| title_sub | design, validation and case studies ; with 16 tables |
| topic | Modellierung (DE-588)4170297-9 gnd Mathematisches Modell (DE-588)4114528-8 gnd Naturwissenschaften (DE-588)4041421-8 gnd |
| topic_facet | Modellierung Mathematisches Modell Naturwissenschaften |
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