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Book Cover
E-book
Author Kouh, Minjoon

Title Thermal Physics Tutorials with Python Simulations
Published Milton : Taylor & Francis Group, 2023

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Description 1 online resource (238 p.)
Series Series in Computational Physics Ser
Series in Computational Physics Ser
Contents 3.5. DISTRIBUTION OF ENERGY -- 3.6. DISTRIBUTION OF ENERGY AFTER MANY, MANY COLLISION EVENTS -- 3.7. DISTRIBUTION OF SPEED AFTER MANY, MANY COLLISION EVENTS -- 3.8. NOTE ON A MORE AMBITIOUS CODING PROJECT -- Chapter 4: Thermal Processes -- 4.1. STATE AND PROCESS -- 4.2. PLOTTING AND NUMERICAL INTEGRATION -- 4.3. PV DIAGRAM -- 4.4. ADIABATIC PROCESS -- 4.5. PROOF OF PVY = CONSTANT FOR AN ADIABAT OF IDEAL GAS -- 4.6. CARNOT CYCLE -- SECTION II: Statistical Mechanics -- Chapter 5: Premise of Statistical Mechanics -- 5.1. ANALOGY: WEALTH DISTRIBUTION -- 5.2. MATHEMATICAL NOTATIONS
5.3. LISTING PERMUTATIONS -- 5.4. VISUALIZATION -- 5.5. COUNTING EXERCISE -- 5.6. CODE FOR ENUMERATING ALL POSSIBILITIES (VERSION 1) -- 5.7. CODE FOR ENUMERATING ALL POSSIBILITIES (VERSION 2) -- 5.8. BOLTZMANN DISTRIBUTION -- 5.9. MATH: LAGRANGE MULTIPLIER METHOD -- 5.10. MATH: STIRLING'S APPROXIMATION -- 5.11. BACK TO THE BOLTZMANN DISTRIBUTION -- Chapter 6: Revisiting Ideal Gas -- 6.1. A LITTLE BIT OF QUANTUM MECHANICS -- 6.2. DEGENERACY -- 6.3. PARTITION FUNCTION -- 6.4. AVERAGE ENERGY OF AN IDEAL GAS -- 6.5. VISUALIZING ENERGY LEVELS WITH DEGENERACY -- Chapter 7: Revisiting Thermal Processes
7.1. REVIEW -- 7.2. THERMAL PROCESSES -- 7.3. CHECK -- Chapter 8: Entropy, Temperature, Energy, and Other Potentials -- 8.1. ENTROPY -- 8.2. LAWS OF THERMODYNAMICS -- 8.3. TEMPERATURE AS A RATIO OF CHANGES IN ENERGY AND ENTROPY -- 8.4. IDENTIFYING B = 1/kBT -- 8.5. MATH: VOLUME OF A SPHERE -- 8.6. ENTROPY OF IDEAL GAS -- 8.7. ENTROPY OF IDEAL GAS, AGAIN -- 8.8. MOTIVATION FOR OTHER METRICS OF A THERMODYNAMIC SYSTEM -- 8.9. FOUR THERMODYNAMIC POTENTIALS: U,H, F,G -- 8.10. THERMODYNAMIC RELATIONS -- SECTION III: Examples -- Chapter 9: Two-State System -- 9.1. DYNAMIC CASE
9.2. EQUILIBRIUM POTENTIAL -- 9.3. ACTION POTENTIAL -- 9.4. DIODE -- Chapter 10: Specific Heat -- 10.1. DEFINITION OF SPECIFIC HEAT -- 10.2. TWO-STATE SYSTEM -- 10.3. SIMPLE HARMONIC OSCILLATOR (SHO) -- 10.4. TEMPERATURE DEPENDENCE OF ENERGY AND SPECIFIC HEAT -- 10.5. EINSTEIN MODEL OF SOLID -- Chapter 11: Random and Guided Walks -- 11.1. ONE-DIMENSIONAL RANDOM WALK -- 11.2. TWO-DIMENSIONAL RANDOM WALK -- 11.3. A TANGENT -- 11.4. GUIDED RANDOM WALKS -- Appendix -- APPENDIX A: GETTING STARTED WITH PYTHON -- APPENDIX B: PYTHON PROGRAMMING BASICS -- APPENDIX C: PLOTS -- APPENDIX D: COLORS
Summary This book provides an accessible introduction to thermal physics with computational approaches that complement the traditional mathematical treatments of classical thermodynamics and statistical mechanics
Notes Description based upon print version of record
APPENDIX E: ANIMATION
Genre/Form Electronic books
Form Electronic book
Author Kouh, Taejoon
ISBN 9781000848779
1000848779