Stochastic processes in physics and chemistry:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Amsterdam [u.a.]
Elsevier
2007
|
| Edition: | 3. ed. |
| Series: | North-Holland personal library
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Hier auch später erschienene, unveränderte Nachdrucke |
| Physical Description: | XVI, 463 S. |
| ISBN: | 0444529659 9780444529657 |
Staff View
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Record in the Search Index
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| adam_text | STOCHASTIC PROCESSES IN PHYSICS AND CHEMISTRY THIRD EDITION N.G. VAN
KAMPEN INSTITUTE FOR THEORETICAL PHYSICS OF THE UNIVERSITY AT UTRECHT
ELSEVIER AMSTERDAM * BOSTON * HEIDELBERG * LONDON * NEW YORK * OXFORD *
PARIS SAN DIEGO * SAN FRANCISCO * SINGAPORE * SYDNEY * TOKYO TABLE OF
CONTENTS PREFACE TO THE FIRST EDITION VUE PREFACE TO THE SECOND EDITION
IX ABBREVIATED REFERENCES X PREFACE TO THE THIRD EDITION XI I.
STOCHASTIC VARIABLES 1. DEFINITION 1 2. AVERAGES 5 3. MULTIVARIATE
DISTRIBUTIONS 10 4. ADDITION OF STOCHASTIC VARIABLES 14 5.
TRANSFORMATION OF VARIABLES 17 6. THE GAUSSIAN DISTRIBUTION 23 7. THE
CENTRAL LIMIT THEOREM 26 O. RANDOM EVENTS 1. DEFINITION 30 2. THE
POISSON DISTRIBUTION 33 3. ALTERNATIVE DESCRIPTION OF RANDOM EVENTS 35
4. THE INVERSE FORMULA 40 5. THE CORRELATION FUNCTIONS 41 6. WAITING
TIMES 44 7. FACTORIAL CORRELATION FUNCTIONS 47 III. STOCHASTIC PROCESSES
1. DEFINITION 52 2. STOCHASTIC PROCESSES IN PHYSICS 55 3. FOURIER
TRANSFORMATION OF STATIONARY PROCESSES 58 4. THE HIERARCHY OF
DISTRIBUTION FUNCTIONS 61 5. THE VIBRATING STRING AND RANDOM FIELDS 64
6. BRANDUNG PROCESSES 69 IV. MARKOV PROCESSES 1. THE MARKOV PROPERTY 73
2. THE CHAPMAN-KOLMOGOROV EQUATION 78 3. STATIONARY MARKOV PROCESSES 81
4. THE EXTRACTION OF A SUBENSEMBLE 86 5. MARKOV CHAINS 89 6. THE DECAY
PROCESS 93 XIII XIV TABLE OF CONTENTS V. THE MASTER EQUATION 1.
DERIVATION 96 2. THE CLASS OF W-MATRICES 100 3. THE LONG-TIME LIMIT 104
4. CLOSED, ISOLATED, PHYSICAL SYSTEMS 108 5. THE INCREASE OF ENTROPY 111
6. PROOF OF DETAILED BALANCE 114 7. EXPANSION IN EIGENFUNCTIONS 117 8.
THE MACROSCOPIC EQUATION 122 9. THE ADJOINT EQUATION 127 10. OTHER
EQUATIONS RELATED TO THE MASTER EQUATION 129 VI. ONE-STEP PROCESSES 1.
DEFINITION; THE POISSON PROCESS 134 2. RANDOM WALK WITH CONTINUOUS TIME
136 3. GENERAL PROPERTIES OF ONE-STEP PROCESSES 139 4. EXAMPLES OF
LINEAR ONE-STEP PROCESSES 143 5. NATURAL BOUNDARIES 147 6. SOLUTION OF
LINEAR ONE-STEP PROCESSES WITH NATURAL BOUNDARIES 149 7. ARTIFICIAL
BOUNDARIES 153 8. ARTIFICIAL BOUNDARIES AND NORMAL MODES 157 9.
NONLINEAR ONE-STEP PROCESSES 161 VH. CHEMICAL REACTIONS 1. KINEMATICS OF
CHEMICAL REACTIONS 166 2. DYNAMICS OF CHEMICAL REACTIONS 171 3. THE
STATIONARY SOLUTION 173 4. OPEN SYSTEMS 176 5. UNIMOLECULAR REACTIONS
178 6. COLLECTIVE SYSTEMS 182 7. COMPOSITE MARKOV PROCESSES 186 VFFL.
THE FOKKER-PLANCK EQUATION 1. INTRODUCTION 193 2. DERIVATION OF THE
FOKKER-PLANCK EQUATION 197 3. BROWNIAN MOTION 200 4. THE RAYLEIGH
PARTICLE 204 5. APPLICATION TO ONE-STEP PROCESSES 207 6. THE
MULTIVARIATE FOKKER-PLANCK EQUATION 210 7. KRAMERS EQUATION 215 IX. THE
LANGEVIN APPROACH 1. LANGEVIN TREATMENT OF BROWNIAN MOTION 219 2.
APPLICATIONS 221 TABLE OF CONTENTS XV 3. RELATION TO FOKKER-PLANCK
EQUATION 224 4. THE LANGEVIN APPROACH 227 5. DISCUSSION OF THE
ITOE-STRATONOVICH DILEMMA 232 6. NON-GAUSSIAN WHITE NOISE 237 7. COLORED
NOISE 240 X. THE EXPANSION OF THE MASTER EQUATION 1. INTRODUCTION TO THE
EXPANSION 244 2. GENERAL FORMULATION OF THE EXPANSION METHOD 248 3. THE
EMERGENCE OF THE MACROSCOPIC LAW 254 4. THE LINEAR NOISE APPROXIMATION
258 5. EXPANSION OF A MULTIVARIATE MASTER EQUATION 263 6. HIGHER ORDERS
267 XI. THE DIFFUSION TYPE 1. MASTER EQUATIONS OF DIFFUSION TYPE 273 2.
DIFFUSION IN AN EXTERNAL FIELD 276 3. DIFFUSION IN AN INHOMOGENEOUS
MEDIUM 279 4. MULTIVARIATE DIFFUSION EQUATION 282 5. THE LIMIT OF ZERO
FLUCTUATIONS 287 XN. FIRST-PASSAGE PROBLEMS 1. THE ABSORBING BOUNDARY
APPROACH 292 2. THE APPROACH THROUGH THE ADJOINT EQUATION - DISCRETE
CASE 298 3. THE APPROACH THROUGH THE ADJOINT EQUATION - CONTINUOUS CASE
303 4. THE RENEWAL APPROACH 307 5. BOUNDARIES OF THE SMOLUCHOWSKI
EQUATION 312 6. FIRST PASSAGE OF NON-MARKOV PROCESSES 319 7. MARKOV
PROCESSES WITH LARGE JUMPS 322 XIII. UNSTABLE SYSTEMS 1. THE BISTABLE
SYSTEM 326 2. THE ESCAPE TIME 333 3. SPLITTING PROBABILITY 337 4.
DIFFUSION IN MORE DIMENSIONS 341 5. CRITICAL FLUCTUATIONS 344 6.
KRAMERS ESCAPE PROBLEM 347 7. LIMIT CYCLES AND FLUCTUATIONS 355 XIV.
FLUCTUATIONS IN CONTINUOUS SYSTEMS 1. INTRODUCTION 363 2. DIFFUSION
NOISE 365 3. THE METHOD OF COMPOUNDING MOMENTS 367 XVI TABLE OF CONTENTS
4. FLUCTUATIONS IN PHASE SPACE DENSITY 371 5. FLUCTUATIONS AND THE
BOLTZMANN EQUATION 374 XV. THE STATISTICS OF JUMP EVENTS 1. BASIC
FORMULAE AND A SIMPLE EXAMPLE 383 2. JUMP EVENTS IN NONLINEAR SYSTEMS
386 3. EFFECT OF INCIDENT PHOTON STATISTICS 388 4. EFFECT OF INCIDENT
PHOTON STATISTICS - CONTINUED 392 XVI. STOCHASTIC DIFFERENTIAL EQUATIONS
1. DEFINITIONS 396 2. HEURISTIC TREATMENT OF MULTIPLICATIVE EQUATIONS
399 3. THE CUMULANT EXPANSION INTRODUCED 405 4. THE GENERAL CUMULANT
EXPANSION 407 5. NONLINEAR STOCHASTIC DIFFERENTIAL EQUATIONS 410 6. LONG
CORRELATION TIMES 416 XVII. STOCHASTIC BEHAVIOR OF QUANTUM SYSTEMS 1.
QUANTUM PROBABILITY 422 2. THE DAMPED HARMONIC OSCILLATOR 428 3. THE
ELIMINATION OF THE BATH 436 4. THE ELIMINATION OF THE BATH - CONTINUED
440 5. THE SCHROEDINGER-LANGEVIN EQUATION AND THE QUANTUM MASTER EQUATION
444 6. A NEW APPROACH TO NOISE 449 7. INTERNAL NOISE 451 SUBJECT INDEX
457
|
| adam_txt |
STOCHASTIC PROCESSES IN PHYSICS AND CHEMISTRY THIRD EDITION N.G. VAN
KAMPEN INSTITUTE FOR THEORETICAL PHYSICS OF THE UNIVERSITY AT UTRECHT
ELSEVIER AMSTERDAM * BOSTON * HEIDELBERG * LONDON * NEW YORK * OXFORD *
PARIS SAN DIEGO * SAN FRANCISCO * SINGAPORE * SYDNEY * TOKYO TABLE OF
CONTENTS PREFACE TO THE FIRST EDITION VUE PREFACE TO THE SECOND EDITION
IX ABBREVIATED REFERENCES X PREFACE TO THE THIRD EDITION XI I.
STOCHASTIC VARIABLES 1. DEFINITION 1 2. AVERAGES 5 3. MULTIVARIATE
DISTRIBUTIONS 10 4. ADDITION OF STOCHASTIC VARIABLES 14 5.
TRANSFORMATION OF VARIABLES 17 6. THE GAUSSIAN DISTRIBUTION 23 7. THE
CENTRAL LIMIT THEOREM 26 O. RANDOM EVENTS 1. DEFINITION 30 2. THE
POISSON DISTRIBUTION 33 3. ALTERNATIVE DESCRIPTION OF RANDOM EVENTS 35
4. THE INVERSE FORMULA 40 5. THE CORRELATION FUNCTIONS 41 6. WAITING
TIMES 44 7. FACTORIAL CORRELATION FUNCTIONS 47 III. STOCHASTIC PROCESSES
1. DEFINITION 52 2. STOCHASTIC PROCESSES IN PHYSICS 55 3. FOURIER
TRANSFORMATION OF STATIONARY PROCESSES 58 4. THE HIERARCHY OF
DISTRIBUTION FUNCTIONS 61 5. THE VIBRATING STRING AND RANDOM FIELDS 64
6. BRANDUNG PROCESSES 69 IV. MARKOV PROCESSES 1. THE MARKOV PROPERTY 73
2. THE CHAPMAN-KOLMOGOROV EQUATION 78 3. STATIONARY MARKOV PROCESSES 81
4. THE EXTRACTION OF A SUBENSEMBLE 86 5. MARKOV CHAINS 89 6. THE DECAY
PROCESS 93 XIII XIV TABLE OF CONTENTS V. THE MASTER EQUATION 1.
DERIVATION 96 2. THE CLASS OF W-MATRICES 100 3. THE LONG-TIME LIMIT 104
4. CLOSED, ISOLATED, PHYSICAL SYSTEMS 108 5. THE INCREASE OF ENTROPY 111
6. PROOF OF DETAILED BALANCE 114 7. EXPANSION IN EIGENFUNCTIONS 117 8.
THE MACROSCOPIC EQUATION 122 9. THE ADJOINT EQUATION 127 10. OTHER
EQUATIONS RELATED TO THE MASTER EQUATION 129 VI. ONE-STEP PROCESSES 1.
DEFINITION; THE POISSON PROCESS 134 2. RANDOM WALK WITH CONTINUOUS TIME
136 3. GENERAL PROPERTIES OF ONE-STEP PROCESSES 139 4. EXAMPLES OF
LINEAR ONE-STEP PROCESSES 143 5. NATURAL BOUNDARIES 147 6. SOLUTION OF
LINEAR ONE-STEP PROCESSES WITH NATURAL BOUNDARIES 149 7. ARTIFICIAL
BOUNDARIES 153 8. ARTIFICIAL BOUNDARIES AND NORMAL MODES 157 9.
NONLINEAR ONE-STEP PROCESSES 161 VH. CHEMICAL REACTIONS 1. KINEMATICS OF
CHEMICAL REACTIONS 166 2. DYNAMICS OF CHEMICAL REACTIONS 171 3. THE
STATIONARY SOLUTION 173 4. OPEN SYSTEMS 176 5. UNIMOLECULAR REACTIONS
178 6. COLLECTIVE SYSTEMS 182 7. COMPOSITE MARKOV PROCESSES 186 VFFL.
THE FOKKER-PLANCK EQUATION 1. INTRODUCTION 193 2. DERIVATION OF THE
FOKKER-PLANCK EQUATION 197 3. BROWNIAN MOTION 200 4. THE RAYLEIGH
PARTICLE 204 5. APPLICATION TO ONE-STEP PROCESSES 207 6. THE
MULTIVARIATE FOKKER-PLANCK EQUATION 210 7. KRAMERS' EQUATION 215 IX. THE
LANGEVIN APPROACH 1. LANGEVIN TREATMENT OF BROWNIAN MOTION 219 2.
APPLICATIONS 221 TABLE OF CONTENTS XV 3. RELATION TO FOKKER-PLANCK
EQUATION 224 4. THE LANGEVIN APPROACH 227 5. DISCUSSION OF THE
ITOE-STRATONOVICH DILEMMA 232 6. NON-GAUSSIAN WHITE NOISE 237 7. COLORED
NOISE 240 X. THE EXPANSION OF THE MASTER EQUATION 1. INTRODUCTION TO THE
EXPANSION 244 2. GENERAL FORMULATION OF THE EXPANSION METHOD 248 3. THE
EMERGENCE OF THE MACROSCOPIC LAW 254 4. THE LINEAR NOISE APPROXIMATION
258 5. EXPANSION OF A MULTIVARIATE MASTER EQUATION 263 6. HIGHER ORDERS
267 XI. THE DIFFUSION TYPE 1. MASTER EQUATIONS OF DIFFUSION TYPE 273 2.
DIFFUSION IN AN EXTERNAL FIELD 276 3. DIFFUSION IN AN INHOMOGENEOUS
MEDIUM 279 4. MULTIVARIATE DIFFUSION EQUATION 282 5. THE LIMIT OF ZERO
FLUCTUATIONS 287 XN. FIRST-PASSAGE PROBLEMS 1. THE ABSORBING BOUNDARY
APPROACH 292 2. THE APPROACH THROUGH THE ADJOINT EQUATION - DISCRETE
CASE 298 3. THE APPROACH THROUGH THE ADJOINT EQUATION - CONTINUOUS CASE
303 4. THE RENEWAL APPROACH 307 5. BOUNDARIES OF THE SMOLUCHOWSKI
EQUATION 312 6. FIRST PASSAGE OF NON-MARKOV PROCESSES 319 7. MARKOV
PROCESSES WITH LARGE JUMPS 322 XIII. UNSTABLE SYSTEMS 1. THE BISTABLE
SYSTEM 326 2. THE ESCAPE TIME 333 3. SPLITTING PROBABILITY 337 4.
DIFFUSION IN MORE DIMENSIONS 341 5. CRITICAL FLUCTUATIONS 344 6.
KRAMERS' ESCAPE PROBLEM 347 7. LIMIT CYCLES AND FLUCTUATIONS 355 XIV.
FLUCTUATIONS IN CONTINUOUS SYSTEMS 1. INTRODUCTION 363 2. DIFFUSION
NOISE 365 3. THE METHOD OF COMPOUNDING MOMENTS 367 XVI TABLE OF CONTENTS
4. FLUCTUATIONS IN PHASE SPACE DENSITY 371 5. FLUCTUATIONS AND THE
BOLTZMANN EQUATION 374 XV. THE STATISTICS OF JUMP EVENTS 1. BASIC
FORMULAE AND A SIMPLE EXAMPLE 383 2. JUMP EVENTS IN NONLINEAR SYSTEMS
386 3. EFFECT OF INCIDENT PHOTON STATISTICS 388 4. EFFECT OF INCIDENT
PHOTON STATISTICS - CONTINUED 392 XVI. STOCHASTIC DIFFERENTIAL EQUATIONS
1. DEFINITIONS 396 2. HEURISTIC TREATMENT OF MULTIPLICATIVE EQUATIONS
399 3. THE CUMULANT EXPANSION INTRODUCED 405 4. THE GENERAL CUMULANT
EXPANSION 407 5. NONLINEAR STOCHASTIC DIFFERENTIAL EQUATIONS 410 6. LONG
CORRELATION TIMES 416 XVII. STOCHASTIC BEHAVIOR OF QUANTUM SYSTEMS 1.
QUANTUM PROBABILITY 422 2. THE DAMPED HARMONIC OSCILLATOR 428 3. THE
ELIMINATION OF THE BATH 436 4. THE ELIMINATION OF THE BATH - CONTINUED
440 5. THE SCHROEDINGER-LANGEVIN EQUATION AND THE QUANTUM MASTER EQUATION
444 6. A NEW APPROACH TO NOISE 449 7. INTERNAL NOISE 451 SUBJECT INDEX
457 |
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| any_adam_object_boolean | 1 |
| author | Kampen, Nicolaas G. van 1921-2013 |
| author_GND | (DE-588)122779525 |
| author_facet | Kampen, Nicolaas G. van 1921-2013 |
| author_role | aut |
| author_sort | Kampen, Nicolaas G. van 1921-2013 |
| author_variant | n g v k ngv ngvk |
| building | Verbundindex |
| bvnumber | BV022531559 |
| classification_rvk | SK 820 SK 950 |
| classification_tum | MAT 605f CHE 020f PHY 064f |
| ctrlnum | (OCoLC)634816873 (DE-599)BVBBV022531559 |
| discipline | Physik Chemie Mathematik |
| discipline_str_mv | Physik Chemie Mathematik |
| edition | 3. ed. |
| format | Book |
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| genre | 1\p (DE-588)4123623-3 Lehrbuch gnd-content |
| genre_facet | Lehrbuch |
| id | DE-604.BV022531559 |
| illustrated | Not Illustrated |
| index_date | 2024-07-02T18:06:46Z |
| indexdate | 2024-07-09T20:59:38Z |
| institution | BVB |
| isbn | 0444529659 9780444529657 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015738147 |
| oclc_num | 634816873 |
| open_access_boolean | |
| owner | DE-91G DE-BY-TUM DE-703 DE-83 DE-188 DE-634 DE-473 DE-BY-UBG DE-11 DE-20 DE-384 |
| owner_facet | DE-91G DE-BY-TUM DE-703 DE-83 DE-188 DE-634 DE-473 DE-BY-UBG DE-11 DE-20 DE-384 |
| physical | XVI, 463 S. |
| publishDate | 2007 |
| publishDateSearch | 2007 |
| publishDateSort | 2007 |
| publisher | Elsevier |
| record_format | marc |
| series2 | North-Holland personal library |
| spelling | Kampen, Nicolaas G. van 1921-2013 Verfasser (DE-588)122779525 aut Stochastic processes in physics and chemistry N. G. van Kampen 3. ed. Amsterdam [u.a.] Elsevier 2007 XVI, 463 S. txt rdacontent n rdamedia nc rdacarrier North-Holland personal library Hier auch später erschienene, unveränderte Nachdrucke Differentialgleichung (DE-588)4012249-9 gnd rswk-swf Chemie (DE-588)4009816-3 gnd rswk-swf Stochastischer Prozess (DE-588)4057630-9 gnd rswk-swf Stochastik (DE-588)4121729-9 gnd rswk-swf Chemische Reaktion (DE-588)4009853-9 gnd rswk-swf Markov-Prozess (DE-588)4134948-9 gnd rswk-swf Fourier-Transformation (DE-588)4018014-1 gnd rswk-swf Mathematische Physik (DE-588)4037952-8 gnd rswk-swf Physik (DE-588)4045956-1 gnd rswk-swf Fluktuation Physik (DE-588)4130671-5 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Fluktuation Physik (DE-588)4130671-5 s Mathematische Physik (DE-588)4037952-8 s DE-604 Stochastischer Prozess (DE-588)4057630-9 s Physik (DE-588)4045956-1 s Chemie (DE-588)4009816-3 s 2\p DE-604 Differentialgleichung (DE-588)4012249-9 s 3\p DE-604 Chemische Reaktion (DE-588)4009853-9 s 4\p DE-604 Stochastik (DE-588)4121729-9 s 5\p DE-604 Fourier-Transformation (DE-588)4018014-1 s 6\p DE-604 Markov-Prozess (DE-588)4134948-9 s 7\p DE-604 Erscheint auch als Online-Ausgabe 978-0-08-047536-3 0-08-047536-1 (DE-604)BV042311184 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015738147&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 5\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 6\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 7\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kampen, Nicolaas G. van 1921-2013 Stochastic processes in physics and chemistry Differentialgleichung (DE-588)4012249-9 gnd Chemie (DE-588)4009816-3 gnd Stochastischer Prozess (DE-588)4057630-9 gnd Stochastik (DE-588)4121729-9 gnd Chemische Reaktion (DE-588)4009853-9 gnd Markov-Prozess (DE-588)4134948-9 gnd Fourier-Transformation (DE-588)4018014-1 gnd Mathematische Physik (DE-588)4037952-8 gnd Physik (DE-588)4045956-1 gnd Fluktuation Physik (DE-588)4130671-5 gnd |
| subject_GND | (DE-588)4012249-9 (DE-588)4009816-3 (DE-588)4057630-9 (DE-588)4121729-9 (DE-588)4009853-9 (DE-588)4134948-9 (DE-588)4018014-1 (DE-588)4037952-8 (DE-588)4045956-1 (DE-588)4130671-5 (DE-588)4123623-3 |
| title | Stochastic processes in physics and chemistry |
| title_auth | Stochastic processes in physics and chemistry |
| title_exact_search | Stochastic processes in physics and chemistry |
| title_exact_search_txtP | Stochastic processes in physics and chemistry |
| title_full | Stochastic processes in physics and chemistry N. G. van Kampen |
| title_fullStr | Stochastic processes in physics and chemistry N. G. van Kampen |
| title_full_unstemmed | Stochastic processes in physics and chemistry N. G. van Kampen |
| title_short | Stochastic processes in physics and chemistry |
| title_sort | stochastic processes in physics and chemistry |
| topic | Differentialgleichung (DE-588)4012249-9 gnd Chemie (DE-588)4009816-3 gnd Stochastischer Prozess (DE-588)4057630-9 gnd Stochastik (DE-588)4121729-9 gnd Chemische Reaktion (DE-588)4009853-9 gnd Markov-Prozess (DE-588)4134948-9 gnd Fourier-Transformation (DE-588)4018014-1 gnd Mathematische Physik (DE-588)4037952-8 gnd Physik (DE-588)4045956-1 gnd Fluktuation Physik (DE-588)4130671-5 gnd |
| topic_facet | Differentialgleichung Chemie Stochastischer Prozess Stochastik Chemische Reaktion Markov-Prozess Fourier-Transformation Mathematische Physik Physik Fluktuation Physik Lehrbuch |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015738147&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kampennicolaasgvan stochasticprocessesinphysicsandchemistry |