Theoretical physics for biological systems:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton ; London ; New York
CRC Press
[2019]
|
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | xiii, 146 Seiten Illustrationen |
| ISBN: | 9781138552418 |
Staff View
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| 245 | 1 | 0 | |a Theoretical physics for biological systems |c Paola Lecca, Angela Re |
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Record in the Search Index
| _version_ | 1804180154914701312 |
|---|---|
| adam_text | Contents
Preface v
List of Figures ix
List of Tables xiii
1 Quantum Mechanics in Biology 1
1 1 General Definitions 1
1 2 The Time-independent Schrödinger Equation 3
1 3 Time-dependent Schrödinger Equation 8
1 4 Transition Probability Per Unit of Time 10
1 5 Quantum Coherence and Entanglement 10
1 6 Quantum Interference 13
1 7 Quantum Effects in Biology 14
2 Statistical Physics in Biology 25
2 1 Why Statistical Physics in Biology? 25
2 2 Markov Processes 27
2 3 The Chemical Master Equation 29
2 4 Chemical Master Equation and Curse of Dimensionality 32
2 5 Discrete Approach to Chemical Kinetics 33
251 Effective Reactions are Inelastic Collisions 34
252 Factors Affecting Reaction Rate 38
2 6 Stochastic Simulation Algorithm 41
2 7 An Example of Real Enzymatic Reactions Simulated with
Gillespie Algorithm ^
vii
vüi ■ Theoretical Physics for Biological Systems_______________
3 Graph Theory and Physics Meet Network Biology
3 1 Physics at the Birth of Network Biology
3 2 Mutual Information-Based Network Inference
3 3 Thermodynamics Applications in Biological
Network Analysis
331 Vibrational Centrality
332 Network Entropy: A graph theory based definition
3 4 Electronic Physics Applications in Network Analysis
3 5 Assessment of Network Inference Methods and the
Issue of Generation of Gold-Standard Data
3 6 Network Biology is Transformed by Physics
51
52
55
57
57
60
64
68
73
4 Applied Descriptors for Complexity and Centrality to
Network Biology 79
4 1 Network Theory 80
4 2 Measures for Network Complexity and Centrality 82
421 Network Entropy: A statistical mechanics and
quantum physics definition 83
4 3 Comparative Network Analysis 93
431 Maximum Likelihood Estimation and Model
Selection 94
432 Reducibility of Multiplex Networks 96
4 4 Applications 98
441 Node Ranking in Biological Networks 98
442 Entropy-Based Estimation of Differentiation
Potency 99
443 Entropy-Based Hallmark of Cancer 99
5 Perspectives yg5
5 1 Systems Theory and Quantum Physics 105
5 2 Various Recapitulation Exercises HO
References
Index
About the Authors
121
143
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| institution | BVB |
| isbn | 9781138552418 |
| language | English |
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| physical | xiii, 146 Seiten Illustrationen |
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| publisher | CRC Press |
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| spelling | Lecca, Paola 1973- Verfasser (DE-588)1045032107 aut Theoretical physics for biological systems Paola Lecca, Angela Re Boca Raton ; London ; New York CRC Press [2019] xiii, 146 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Re, Angela Verfasser aut HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031330053&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Lecca, Paola 1973- Re, Angela Theoretical physics for biological systems |
| title | Theoretical physics for biological systems |
| title_auth | Theoretical physics for biological systems |
| title_exact_search | Theoretical physics for biological systems |
| title_full | Theoretical physics for biological systems Paola Lecca, Angela Re |
| title_fullStr | Theoretical physics for biological systems Paola Lecca, Angela Re |
| title_full_unstemmed | Theoretical physics for biological systems Paola Lecca, Angela Re |
| title_short | Theoretical physics for biological systems |
| title_sort | theoretical physics for biological systems |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031330053&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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