Entropy from Entanglement. Sid Parameswaran

Size: px
Start display at page:

Download "Entropy from Entanglement. Sid Parameswaran"

Transcription

1 Entropy from Entanglement Sid Parameswaran Saturday Mornings of Theoretical Physics Oxford, November 17, 2018

2 Usually: system exchanges heat with environment

3 Intuitively: coupling to environment can limit the menu of possible phenomena Forbidden City, Beijing Images: businessinsider.com, captainsvoyage-forum.com

4 Isolated systems may offer more exotic possibilities. Images: abovetopsecret.com/, tahitibycarl.com/

5 Isolated Quantum Systems T ~ 10-8 K Atoms trapped in ultrahigh vacuum: almost perfect isolation Macroscopic number of weakly interacting atoms Image: David Weld, UCSB

6 Can isolated systems self-generate environment? Can a system be its own heat bath (need to go to the roots of statistical physics)

7 Statistical Physics of Classical Systems Try to directly simulate a monoatomic ideal gas Statistical Mechanics is how we solve this! ~10 24 atoms 6 coordinates/atom (x, y, z, px, py, pz) 6 bits/molecule Tb!

8 Microstates vs. Macrostates P V T E {x i (t), p i (t)}

9 Fundamental Postulate of Statistical Mechanics An isolated system in equilibrium is equally likely to be in any of its accessible microstates (given a macrostate) Josiah Willard Gibbs ( ) Ludwig Boltzmann ( ) James Clerk Maxwell ( ) Images: Wikipedia

10 Ergodicity How do we go from microstates to macrostates? t =0 t = t " t = t + " {x i (0), p i (0)} System forgets which microstate it started in

11 Ergodicity and Entropy Given enough time, systems explore all accessible microstates consistent w/ macrostate Entropy: how many microstates correspond to given macrostate? S = k B log W

12 Thermalization Given enough time, systems explore all accessible microstates consistent w/ macrostate Time evolution is towards higher entropy.

13 Image: Molecular Biology of the Cell, Alberts B, Johnson A, Lewis J, et al. New York: Garland Science; 2002.

14 Image: David Weld, UCSB What about isolated quantum systems?

15 The math is right. It s just in poor taste. * *Translated from the American by S. Parameswaran

16 ~ =1 rest of this talk Quantum Mechanics Reminder State of system described by state vector Properties of system captured by Hamiltonian i Ĥ Dirac notation Time evolution: Schrödinger equation: Ĥ i i Solution simple in terms of special eigenstates : Ĥ i = E i i 7! e ie t/~ i (t = 0)i = X c i! (t)i = X c e ie t/~ i

17 Quantum Superposition Simplest quantum system: single spin, up or down "i #i analogous to horizontal/vertical polarization: superposition means some polarization in between i = cos "i +sin #i #i Align detector along up /horizontal i "i See signal w/ probability cos 2 θ no signal w/ probability sin 2 θ Image: Wikipedia/Bob Mellish

18 Quantum Superposition Simplest quantum system: single spin, up or down "i #i analogous to horizontal/vertical polarization: superposition means some polarization in between i = cos "i +sin #i #i Align detector along down /vertical i "i See signal w/ probability sin 2 θ no signal w/ probability cos 2 θ Image: Wikipedia/Bob Mellish

19 Isolated quantum systems Microstates: single eigenstate of the Hamiltonian Ĥ i = E i Macrostate : set approximate energy ~ E i E Must also fix an initial state: (0)i = X c i X c 2 =1 (probabilities add to 1)

20 Isolated quantum systems Time evolution: (t)i = X c e ie t i Probability to be in microstate (eigenstate) α: P ( ) = c 2 doesn t change with time! As long as it had different probabilities of being in different microstates initially, system never forgets! We need to think differently about statistical physics in isolated quantum systems

21 Observables Recall that quantum mechanics is a theory of measurement Consider measuring an observable hô(t)i h (t) Ô (t)i = X, c c e i(e E )t h O i Off-diagonal terms oscillate, diagonal terms constant: hô(t)i t!1 X c 2 h Ô i Even observables seem to remember the microstate! How can the system thermalize, i.e. forget its initial state?

22 Thermalization Only possible if expectation values just depend on macrostate properties h Ô i f(e ) hô(t)i t!1 X c 2 f(e ) f(e) X c 2 f(e) (as long as the initial state is not too spread out in energy) The logical corollary is that we could just work with a single eigenstate, dispensing with the c α How can we define entropy in this setting?

23 Entanglement Simplest example: 2 quantum spins, A, B, each up or down Two distinct states: 1i AB = 1 p 2 ( "i A "i B + #i A "i B ) 2i AB = 1 p 2 ( "i A #i B + #i A "i B ) One is entangled, the other is not. What s the difference? How can we tell?

24 Entanglement Constructive ignorance : give up some information. Agree never to measure the spin B; I ll keep handing you copies of the state, and you can measure spin A all you like. i AB θ Measure only A (in direction θ) How does signal depend on θ? Image: Wikipedia/Bob Mellish

25 Entanglement 1i AB = 1 p 2 ( "i A "i B + #i A "i B ) i AB θ Measure only A (in direction θ) signal ~ cos 2 θ Measurement result ~ polarized light: quantum superposition 1i AB = ui A vi B unentangled product state Image: Wikipedia/Bob Mellish

26 Entanglement 2i AB = 1 p 2 ( "i A #i B + #i A "i B ) θ Measure only A i AB (in direction θ) signal ~ 1/2 (independent of θ) Measurement result ~ unpolarised light: classical randomness 2i AB 6= ui A vi B entangled, can t write as product state Image: Wikipedia/Bob Mellish

27 Entanglement For an unentangled state, giving up information on spin B doesn t change the fact that spin A is in a quantum superposition state For an entangled state, giving up information on spin B makes spin A have classical uncertainty. The classical uncertainty yields an entropy of ln 2: This is the entropy of entanglement, denoted SE

28 Entanglement Local observables: ignorant about most of the system: see a lot of classical uncertainty - entropy even in a single state! most of system unmeasured local observable In a typical quantum state of a many-spin system, SE is extensive ( volume), just like the usual thermal entropy

29 Entanglement Growth The analogue of the special low-entropy state is a product state of spins: e.g. "#"""##"...i (zero entanglement between any of the spins) What is the analogue of entropy growth?

30 Entanglement Growth Consider two spins with eigenstates and energies as follows: +i = "i A #i B + #i A "i B p 2 E + =+E i = "i A #i B #i A "i p B 2 E = E Initial state: (t = 0)i = "i A #i B = +i + i p 2 (t)i = e iet +i + e iet i p 2 = cos(et) "i A #i B i sin(et) #i A "i B entangled! Many spins: each spin highly entangled with several others

31 To sum up Isolated quantum systems can thermalize by self-generating classical uncertainty and thus entropy via entanglement. Image: David Weld, UCSB

32 Started this talk by suggesting isolated systems may allow us to study exotic things Physics by the Lake 2018 Moorea, French Polynesia The news is not good (?) Images: abovetopsecret.com/, tahitibycarl.com/

33 Started this talk by suggesting isolated systems may allow us to study exotic things Physics by the Lake 2018 Moorea, French Polynesia The news is not good (?) Images: abovetopsecret.com/, tahitibycarl.com/

34 Amazingly, some quantum systems can and do evade the tyranny of entropy. Counter-intuitively, these are often imperfect, so that spins are no longer able to cooperatively generate entanglement. This is one of the frontiers of research today.

35 It is by avoiding the rapid decay into the inert state of equilibrium that an organism appears so enigmatic. - E. Schrödinger, What is Life? Image: Wikipedia

Statistical Physics. How to connect the microscopic properties -- lots of changes to the macroscopic properties -- not changing much.

Statistical Physics. How to connect the microscopic properties -- lots of changes to the macroscopic properties -- not changing much. Statistical Physics How to connect the microscopic properties -- lots of changes to the macroscopic properties -- not changing much. We will care about: N = # atoms T = temperature V = volume U = total

More information

Statistical Mechanics

Statistical Mechanics 42 My God, He Plays Dice! Statistical Mechanics Statistical Mechanics 43 Statistical Mechanics Statistical mechanics and thermodynamics are nineteenthcentury classical physics, but they contain the seeds

More information

Quantum decoherence. Éric Oliver Paquette (U. Montréal) -Traces Worshop [Ottawa]- April 29 th, Quantum decoherence p. 1/2

Quantum decoherence. Éric Oliver Paquette (U. Montréal) -Traces Worshop [Ottawa]- April 29 th, Quantum decoherence p. 1/2 Quantum decoherence p. 1/2 Quantum decoherence Éric Oliver Paquette (U. Montréal) -Traces Worshop [Ottawa]- April 29 th, 2007 Quantum decoherence p. 2/2 Outline Quantum decoherence: 1. Basics of quantum

More information

(# = %(& )(* +,(- Closed system, well-defined energy (or e.g. E± E/2): Microcanonical ensemble

(# = %(& )(* +,(- Closed system, well-defined energy (or e.g. E± E/2): Microcanonical ensemble Recall from before: Internal energy (or Entropy): &, *, - (# = %(& )(* +,(- Closed system, well-defined energy (or e.g. E± E/2): Microcanonical ensemble & = /01Ω maximized Ω: fundamental statistical quantity

More information

Lecture 8. The Second Law of Thermodynamics; Energy Exchange

Lecture 8. The Second Law of Thermodynamics; Energy Exchange Lecture 8 The Second Law of Thermodynamics; Energy Exchange The second law of thermodynamics Statistics of energy exchange General definition of temperature Why heat flows from hot to cold Reading for

More information

d 3 r d 3 vf( r, v) = N (2) = CV C = n where n N/V is the total number of molecules per unit volume. Hence e βmv2 /2 d 3 rd 3 v (5)

d 3 r d 3 vf( r, v) = N (2) = CV C = n where n N/V is the total number of molecules per unit volume. Hence e βmv2 /2 d 3 rd 3 v (5) LECTURE 12 Maxwell Velocity Distribution Suppose we have a dilute gas of molecules, each with mass m. If the gas is dilute enough, we can ignore the interactions between the molecules and the energy will

More information

Lecture 8. The Second Law of Thermodynamics; Energy Exchange

Lecture 8. The Second Law of Thermodynamics; Energy Exchange Lecture 8 The Second Law of Thermodynamics; Energy Exchange The second law of thermodynamics Statistics of energy exchange General definition of temperature Why heat flows from hot to cold Reading for

More information

Identical Particles in Quantum Mechanics

Identical Particles in Quantum Mechanics Identical Particles in Quantum Mechanics Chapter 20 P. J. Grandinetti Chem. 4300 Nov 17, 2017 P. J. Grandinetti (Chem. 4300) Identical Particles in Quantum Mechanics Nov 17, 2017 1 / 20 Wolfgang Pauli

More information

Introduction. Chapter The Purpose of Statistical Mechanics

Introduction. Chapter The Purpose of Statistical Mechanics Chapter 1 Introduction 1.1 The Purpose of Statistical Mechanics Statistical Mechanics is the mechanics developed to treat a collection of a large number of atoms or particles. Such a collection is, for

More information

Introduction to Statistical Thermodynamics

Introduction to Statistical Thermodynamics Cryocourse 2011 Chichilianne Introduction to Statistical Thermodynamics Henri GODFRIN CNRS Institut Néel Grenoble http://neel.cnrs.fr/ Josiah Willard Gibbs worked on statistical mechanics, laying a foundation

More information

1 Mathematical preliminaries

1 Mathematical preliminaries 1 Mathematical preliminaries The mathematical language of quantum mechanics is that of vector spaces and linear algebra. In this preliminary section, we will collect the various definitions and mathematical

More information

Quantum Measurements: some technical background

Quantum Measurements: some technical background Quantum Measurements: some technical background [From the projection postulate to density matrices & (introduction to) von Neumann measurements] (AKA: the boring lecture) First: One more example I wanted

More information

MBL THROUGH MPS. Bryan Clark and David Pekker. arxiv: Perimeter - Urbana. Friday, October 31, 14

MBL THROUGH MPS. Bryan Clark and David Pekker. arxiv: Perimeter - Urbana. Friday, October 31, 14 MBL THROUGH MPS Bryan Clark and David Pekker arxiv:1410.2224 Perimeter - Urbana Many Body Localization... It has been suggested that interactions + (strong) disorder LX H = [h i Si z X + J Ŝ i Ŝi+1] i=1

More information

Advanced Quantum Mechanics, Notes based on online course given by Leonard Susskind - Lecture 8

Advanced Quantum Mechanics, Notes based on online course given by Leonard Susskind - Lecture 8 Advanced Quantum Mechanics, Notes based on online course given by Leonard Susskind - Lecture 8 If neutrinos have different masses how do you mix and conserve energy Mass is energy. The eigenstates of energy

More information

1) K. Huang, Introduction to Statistical Physics, CRC Press, 2001.

1) K. Huang, Introduction to Statistical Physics, CRC Press, 2001. Chapter 1 Introduction 1.1 Literature 1) K. Huang, Introduction to Statistical Physics, CRC Press, 2001. 2) E. M. Lifschitz and L. P. Pitajewski, Statistical Physics, London, Landau Lifschitz Band 5. 3)

More information

arxiv: v2 [hep-th] 7 Apr 2015

arxiv: v2 [hep-th] 7 Apr 2015 Statistical Mechanics Derived From Quantum Mechanics arxiv:1501.05402v2 [hep-th] 7 Apr 2015 Yu-Lei Feng 1 and Yi-Xin Chen 1 1 Zhejiang Institute of Modern Physics, Zhejiang University, Hangzhou 310027,

More information

Title of communication, titles not fitting in one line will break automatically

Title of communication, titles not fitting in one line will break automatically Title of communication titles not fitting in one line will break automatically First Author Second Author 2 Department University City Country 2 Other Institute City Country Abstract If you want to add

More information

84 My God, He Plays Dice! Chapter 12. Irreversibility. This chapter on the web informationphilosopher.com/problems/reversibility

84 My God, He Plays Dice! Chapter 12. Irreversibility. This chapter on the web informationphilosopher.com/problems/reversibility 84 My God, He Plays Dice! This chapter on the web informationphilosopher.com/problems/reversibility Microscopic In the 1870 s, Ludwig Boltzmann developed his transport equation and his dynamical H-theorem

More information

Lecture 13B: Supplementary Notes on Advanced Topics. 1 Inner Products and Outer Products for Single Particle States

Lecture 13B: Supplementary Notes on Advanced Topics. 1 Inner Products and Outer Products for Single Particle States Lecture 13B: Supplementary Notes on Advanced Topics Outer Products, Operators, Density Matrices In order to explore the complexity of many particle systems a different way to represent multiparticle states

More information

where A and α are real constants. 1a) Determine A Solution: We must normalize the solution, which in spherical coordinates means

where A and α are real constants. 1a) Determine A Solution: We must normalize the solution, which in spherical coordinates means Midterm #, Physics 5C, Spring 8. Write your responses below, on the back, or on the extra pages. Show your work, and take care to explain what you are doing; partial credit will be given for incomplete

More information

E = hν light = hc λ = ( J s)( m/s) m = ev J = ev

E = hν light = hc λ = ( J s)( m/s) m = ev J = ev Problem The ionization potential tells us how much energy we need to use to remove an electron, so we know that any energy left afterwards will be the kinetic energy of the ejected electron. So first we

More information

International Physics Course Entrance Examination Questions

International Physics Course Entrance Examination Questions International Physics Course Entrance Examination Questions (May 2010) Please answer the four questions from Problem 1 to Problem 4. You can use as many answer sheets you need. Your name, question numbers

More information

Notes on wavefunctions IV: the Schrödinger equation in a potential and energy eigenstates.

Notes on wavefunctions IV: the Schrödinger equation in a potential and energy eigenstates. Notes on wavefunctions IV: the Schrödinger equation in a potential and energy eigenstates. We have now seen that the wavefunction for a free electron changes with time according to the Schrödinger Equation

More information

Statistical Mechanics in a Nutshell

Statistical Mechanics in a Nutshell Chapter 2 Statistical Mechanics in a Nutshell Adapted from: Understanding Molecular Simulation Daan Frenkel and Berend Smit Academic Press (2001) pp. 9-22 11 2.1 Introduction In this course, we will treat

More information

Physics 172H Modern Mechanics

Physics 172H Modern Mechanics Physics 172H Modern Mechanics Instructor: Dr. Mark Haugan Office: PHYS 282 haugan@purdue.edu TAs: Alex Kryzwda John Lorenz akryzwda@purdue.edu jdlorenz@purdue.edu Lecture 22: Matter & Interactions, Ch.

More information

Quantum Physics III (8.06) Spring 2005 Assignment 8

Quantum Physics III (8.06) Spring 2005 Assignment 8 Quantum Physics III (8.06) Spring 2005 Assignment 8 April 5, 2005 Due WEDNESDAY April 20, 2005 Readings Griffiths Chapter 8 on the semiclassical approximation. Griffiths Chapter 10 on the adiabatic approximation.

More information

6-8 February 2017 Hotel do Mar Sesimbra. Hands on Neutrinos

6-8 February 2017 Hotel do Mar Sesimbra. Hands on Neutrinos 6-8 February 2017 Hotel do Mar Sesimbra Hands on Neutrinos Hands on Neutrinos 1 I. BRIEF HISTORY OF NEUTRINOs The neutrinowas first postulated by Wolfgang Pauli in 1930 to explain how β particles emitted

More information

QFT. Unit 1: Relativistic Quantum Mechanics

QFT. Unit 1: Relativistic Quantum Mechanics QFT Unit 1: Relativistic Quantum Mechanics What s QFT? Relativity deals with things that are fast Quantum mechanics deals with things that are small QFT deals with things that are both small and fast What

More information

Summary Part Thermodynamic laws Thermodynamic processes. Fys2160,

Summary Part Thermodynamic laws Thermodynamic processes. Fys2160, ! Summary Part 2 21.11.2018 Thermodynamic laws Thermodynamic processes Fys2160, 2018 1 1 U is fixed ) *,,, -(/,,), *,, -(/,,) N, 3 *,, - /,,, 2(3) Summary Part 1 Equilibrium statistical systems CONTINUE...

More information

General Physical Chemistry II

General Physical Chemistry II General Physical Chemistry II Lecture 3 Aleksey Kocherzhenko September 2, 2014" Last time " The time-independent Schrödinger equation" Erwin Schrödinger " ~ 2 2m d 2 (x) dx 2 The wavefunction:" (x) The

More information

Physics 342 Lecture 17. Midterm I Recap. Lecture 17. Physics 342 Quantum Mechanics I

Physics 342 Lecture 17. Midterm I Recap. Lecture 17. Physics 342 Quantum Mechanics I Physics 342 Lecture 17 Midterm I Recap Lecture 17 Physics 342 Quantum Mechanics I Monday, March 1th, 28 17.1 Introduction In the context of the first midterm, there are a few points I d like to make about

More information

Ensembles and incomplete information

Ensembles and incomplete information p. 1/32 Ensembles and incomplete information So far in this course, we have described quantum systems by states that are normalized vectors in a complex Hilbert space. This works so long as (a) the system

More information

228 My God - He Plays Dice! Schrödinger s Cat. Chapter 28. This chapter on the web informationphilosopher.com/problems/scrodingerscat

228 My God - He Plays Dice! Schrödinger s Cat. Chapter 28. This chapter on the web informationphilosopher.com/problems/scrodingerscat 228 My God - He Plays Dice! Schrödinger s Cat This chapter on the web informationphilosopher.com/problems/scrodingerscat Schrödinger s Cat Schrödinger s Cat Erwin Schrödinger s goal for his infamous cat-killing

More information

2. As we shall see, we choose to write in terms of σ x because ( X ) 2 = σ 2 x.

2. As we shall see, we choose to write in terms of σ x because ( X ) 2 = σ 2 x. Section 5.1 Simple One-Dimensional Problems: The Free Particle Page 9 The Free Particle Gaussian Wave Packets The Gaussian wave packet initial state is one of the few states for which both the { x } and

More information

Thermodynamics: More Entropy

Thermodynamics: More Entropy Thermodynamics: More Entropy From Warmup Yay for only having to read one section! I thought the entropy statement of the second law made a lot more sense than the other two. Just probability. I haven't

More information

Physics 7240: Advanced Statistical Mechanics Lecture 1: Introduction and Overview

Physics 7240: Advanced Statistical Mechanics Lecture 1: Introduction and Overview Physics 7240: Advanced Statistical Mechanics Lecture 1: Introduction and Overview Leo Radzihovsky Department of Physics, University of Colorado, Boulder, CO 80309 (Dated: 30 May, 2017) Electronic address:

More information

PHY305: Notes on Entanglement and the Density Matrix

PHY305: Notes on Entanglement and the Density Matrix PHY305: Notes on Entanglement and the Density Matrix Here follows a short summary of the definitions of qubits, EPR states, entanglement, the density matrix, pure states, mixed states, measurement, and

More information

Concepts in Materials Science I. StatMech Basics. VBS/MRC Stat Mech Basics 0

Concepts in Materials Science I. StatMech Basics. VBS/MRC Stat Mech Basics 0 StatMech Basics VBS/MRC Stat Mech Basics 0 Goal of Stat Mech Concepts in Materials Science I Quantum (Classical) Mechanics gives energy as a function of configuration Macroscopic observables (state) (P,

More information

Weak measurements: subensembles from tunneling to Let s Make a Quantum Deal to Hardy s Paradox

Weak measurements: subensembles from tunneling to Let s Make a Quantum Deal to Hardy s Paradox Weak measurements: subensembles from tunneling to Let s Make a Quantum Deal to Hardy s Paradox First: some more on tunneling times, by way of motivation... How does one discuss subensembles in quantum

More information

Electron in a Box. A wave packet in a square well (an electron in a box) changing with time.

Electron in a Box. A wave packet in a square well (an electron in a box) changing with time. Electron in a Box A wave packet in a square well (an electron in a box) changing with time. Last Time: Light Wave model: Interference pattern is in terms of wave intensity Photon model: Interference in

More information

Phase space in classical physics

Phase space in classical physics Pase space in classical pysics Quantum mecanically, we can actually COU te number of microstates consistent wit a given macrostate, specified (for example) by te total energy. In general, eac microstate

More information

Quantum Mechanics II

Quantum Mechanics II Quantum Mechanics II Prof. Boris Altshuler March 8, 011 1 Lecture 19 1.1 Second Quantization Recall our results from simple harmonic oscillator. We know the Hamiltonian very well so no need to repeat here.

More information

Physics-I. Dr. Anurag Srivastava. Web address: Visit me: Room-110, Block-E, IIITM Campus

Physics-I. Dr. Anurag Srivastava. Web address:    Visit me: Room-110, Block-E, IIITM Campus Physics-I Dr. Anurag Srivastava Web address: http://tiiciiitm.com/profanurag Email: profanurag@gmail.com Visit me: Room-110, Block-E, IIITM Campus Syllabus Electrodynamics: Maxwell s equations: differential

More information

10 Interpreting Quantum Mechanics

10 Interpreting Quantum Mechanics 10 Interpreting Quantum Mechanics In this final chapter, I want to explore the process of measurement in quantum mechanics. 10.1 The Density Operator To get started, we must first come clean about an unrealistic

More information

Brief review of Quantum Mechanics (QM)

Brief review of Quantum Mechanics (QM) Brief review of Quantum Mechanics (QM) Note: This is a collection of several formulae and facts that we will use throughout the course. It is by no means a complete discussion of QM, nor will I attempt

More information

Physics 4022 Notes on Density Matrices

Physics 4022 Notes on Density Matrices Physics 40 Notes on Density Matrices Definition: For a system in a definite normalized state ψ > the density matrix ρ is ρ = ψ >< ψ 1) From Eq 1 it is obvious that in the basis defined by ψ > and other

More information

Collective Effects. Equilibrium and Nonequilibrium Physics

Collective Effects. Equilibrium and Nonequilibrium Physics Collective Effects in Equilibrium and Nonequilibrium Physics: Lecture 1, 17 March 2006 1 Collective Effects in Equilibrium and Nonequilibrium Physics Website: http://cncs.bnu.edu.cn/mccross/course/ Collective

More information

Chapter 4: Going from microcanonical to canonical ensemble, from energy to temperature.

Chapter 4: Going from microcanonical to canonical ensemble, from energy to temperature. Chapter 4: Going from microcanonical to canonical ensemble, from energy to temperature. All calculations in statistical mechanics can be done in the microcanonical ensemble, where all copies of the system

More information

The Quantum Heisenberg Ferromagnet

The Quantum Heisenberg Ferromagnet The Quantum Heisenberg Ferromagnet Soon after Schrödinger discovered the wave equation of quantum mechanics, Heisenberg and Dirac developed the first successful quantum theory of ferromagnetism W. Heisenberg,

More information

Let s start by reviewing what we learned last time. Here is the basic line of reasoning for Einstein Solids

Let s start by reviewing what we learned last time. Here is the basic line of reasoning for Einstein Solids Chapter 5 In this chapter we want to review the concept of irreversibility in more detail and see how it comes from the multiplicity of states. In addition, we want to introduce the following new topics:

More information

Energy functions and their relationship to molecular conformation. CS/CME/BioE/Biophys/BMI 279 Oct. 3 and 5, 2017 Ron Dror

Energy functions and their relationship to molecular conformation. CS/CME/BioE/Biophys/BMI 279 Oct. 3 and 5, 2017 Ron Dror Energy functions and their relationship to molecular conformation CS/CME/BioE/Biophys/BMI 279 Oct. 3 and 5, 2017 Ron Dror Yesterday s Nobel Prize: single-particle cryoelectron microscopy 2 Outline Energy

More information

If electrons moved in simple orbits, p and x could be determined, but this violates the Heisenberg Uncertainty Principle.

If electrons moved in simple orbits, p and x could be determined, but this violates the Heisenberg Uncertainty Principle. CHEM 2060 Lecture 18: Particle in a Box L18-1 Atomic Orbitals If electrons moved in simple orbits, p and x could be determined, but this violates the Heisenberg Uncertainty Principle. We can only talk

More information

6.730 Physics for Solid State Applications

6.730 Physics for Solid State Applications 6.730 Physics for Solid State Applications Lecture 25: Chemical Potential and Equilibrium Outline Microstates and Counting System and Reservoir Microstates Constants in Equilibrium Temperature & Chemical

More information

Thermodynamics: Entropy

Thermodynamics: Entropy Thermodynamics: Entropy From Warmup I've heard people say that the Entropy Statement of the Second Law of Thermodynamics disproves God. Why is this? What are your thoughts? The second law of thermodynamics

More information

Entropy and Free Energy. The Basis for Thermodynamics

Entropy and Free Energy. The Basis for Thermodynamics Entropy and Free Energy The Basis for Thermodynamics First law of thermodynamics: The change in the energy of a system U = q+ w is the sum of the heat and the work done by or on the system. the first law

More information

C/CS/Phys C191 Particle-in-a-box, Spin 10/02/08 Fall 2008 Lecture 11

C/CS/Phys C191 Particle-in-a-box, Spin 10/02/08 Fall 2008 Lecture 11 C/CS/Phys C191 Particle-in-a-box, Spin 10/0/08 Fall 008 Lecture 11 Last time we saw that the time dependent Schr. eqn. can be decomposed into two equations, one in time (t) and one in space (x): space

More information

From the microscopic to the macroscopic world. Kolloqium April 10, 2014 Ludwig-Maximilians-Universität München. Jean BRICMONT

From the microscopic to the macroscopic world. Kolloqium April 10, 2014 Ludwig-Maximilians-Universität München. Jean BRICMONT From the microscopic to the macroscopic world Kolloqium April 10, 2014 Ludwig-Maximilians-Universität München Jean BRICMONT Université Catholique de Louvain Can Irreversible macroscopic laws be deduced

More information

CONTENTS 1. In this course we will cover more foundational topics such as: These topics may be taught as an independent study sometime next year.

CONTENTS 1. In this course we will cover more foundational topics such as: These topics may be taught as an independent study sometime next year. CONTENTS 1 0.1 Introduction 0.1.1 Prerequisites Knowledge of di erential equations is required. Some knowledge of probabilities, linear algebra, classical and quantum mechanics is a plus. 0.1.2 Units We

More information

Collective Effects. Equilibrium and Nonequilibrium Physics

Collective Effects. Equilibrium and Nonequilibrium Physics 1 Collective Effects in Equilibrium and Nonequilibrium Physics: Lecture 1, 17 March 2006 1 Collective Effects in Equilibrium and Nonequilibrium Physics Website: http://cncs.bnu.edu.cn/mccross/course/ Collective

More information

213 Midterm coming up

213 Midterm coming up 213 Midterm coming up Monday April 8 @ 7 pm (conflict exam @ 5:15pm) Covers: Lectures 1-12 (not including thermal radiation) HW 1-4 Discussion 1-4 Labs 1-2 Review Session Sunday April 7, 3-5 PM, 141 Loomis

More information

Quantum Mechanics C (130C) Winter 2014 Final exam

Quantum Mechanics C (130C) Winter 2014 Final exam University of California at San Diego Department of Physics Prof. John McGreevy Quantum Mechanics C (130C Winter 014 Final exam Please remember to put your name on your exam booklet. This is a closed-book

More information

in terms of the classical frequency, ω = , puts the classical Hamiltonian in the form H = p2 2m + mω2 x 2

in terms of the classical frequency, ω = , puts the classical Hamiltonian in the form H = p2 2m + mω2 x 2 One of the most important problems in quantum mechanics is the simple harmonic oscillator, in part because its properties are directly applicable to field theory. The treatment in Dirac notation is particularly

More information

Homework Hint. Last Time

Homework Hint. Last Time Homework Hint Problem 3.3 Geometric series: ωs τ ħ e s= 0 =? a n ar = For 0< r < 1 n= 0 1 r ωs τ ħ e s= 0 1 = 1 e ħω τ Last Time Boltzmann factor Partition Function Heat Capacity The magic of the partition

More information

Entropy for Mathematicians or... The final Blaubeuren chapters

Entropy for Mathematicians or... The final Blaubeuren chapters Entropy for Mathematicians or... The final Blaubeuren chapters Who? Stephan Fackler When? December 16, 2016 Life, the Universe and Everything The general struggle for existence of animate beings is not

More information

THE OBJECTIVE PAST OF

THE OBJECTIVE PAST OF THE OBJECTIVE PAST OF A QUANTUM UNIVERSE: REDUNDANT RECORDS OF CONSISTENT HISTORIES C. Jess Riedel with Charles Bennett, Wojciech Zurek, and Michael Zwolak arxiv:1312.0331 IBM Watson Research Lab arxiv:1310.4473

More information

Physics 486 Discussion 5 Piecewise Potentials

Physics 486 Discussion 5 Piecewise Potentials Physics 486 Discussion 5 Piecewise Potentials Problem 1 : Infinite Potential Well Checkpoints 1 Consider the infinite well potential V(x) = 0 for 0 < x < 1 elsewhere. (a) First, think classically. Potential

More information

2m r2 (~r )+V (~r ) (~r )=E (~r )

2m r2 (~r )+V (~r ) (~r )=E (~r ) Review of the Hydrogen Atom The Schrodinger equation (for 1D, 2D, or 3D) can be expressed as: ~ 2 2m r2 (~r, t )+V (~r ) (~r, t )=i~ @ @t The Laplacian is the divergence of the gradient: r 2 =r r The time-independent

More information

Physics 132- Fundamentals of Physics for Biologists II. Statistical Physics and Thermodynamics

Physics 132- Fundamentals of Physics for Biologists II. Statistical Physics and Thermodynamics Physics 132- Fundamentals of Physics for Biologists II Statistical Physics and Thermodynamics QUIZ 2 25 Quiz 2 20 Number of Students 15 10 5 AVG: STDEV: 5.15 2.17 0 0 2 4 6 8 10 Score 1. (4 pts) A 200

More information

ECE 487 Lecture 6 : Time-Dependent Quantum Mechanics I Class Outline:

ECE 487 Lecture 6 : Time-Dependent Quantum Mechanics I Class Outline: ECE 487 Lecture 6 : Time-Dependent Quantum Mechanics I Class Outline: Time-Dependent Schrödinger Equation Solutions to thetime-dependent Schrödinger Equation Expansion of Energy Eigenstates Things you

More information

Thermodynamics and Statistical Physics WS 2018/19

Thermodynamics and Statistical Physics WS 2018/19 Thermodynamics and Statistical Physics WS 2018/19 Roser Valentí Institute for Theoretical Physics Goethe University Frankfurt, Germany Manuscript of the ITP members Roser Valentí, Claudius Gros and, partly

More information

ECE 487 Lecture 5 : Foundations of Quantum Mechanics IV Class Outline:

ECE 487 Lecture 5 : Foundations of Quantum Mechanics IV Class Outline: ECE 487 Lecture 5 : Foundations of Quantum Mechanics IV Class Outline: Linearly Varying Potential Triangular Potential Well Time-Dependent Schrödinger Equation Things you should know when you leave Key

More information

P3317 HW from Lecture and Recitation 10

P3317 HW from Lecture and Recitation 10 P3317 HW from Lecture 18+19 and Recitation 10 Due Nov 6, 2018 Problem 1. Equipartition Note: This is a problem from classical statistical mechanics. We will need the answer for the next few problems, and

More information

1 Measurement and expectation values

1 Measurement and expectation values C/CS/Phys 191 Measurement and expectation values, Intro to Spin 2/15/05 Spring 2005 Lecture 9 1 Measurement and expectation values Last time we discussed how useful it is to work in the basis of energy

More information

Classical Statistical Mechanics: Part 1

Classical Statistical Mechanics: Part 1 Classical Statistical Mechanics: Part 1 January 16, 2013 Classical Mechanics 1-Dimensional system with 1 particle of mass m Newton s equations of motion for position x(t) and momentum p(t): ẋ(t) dx p =

More information

3. Quantum Mechanics in 3D

3. Quantum Mechanics in 3D 3. Quantum Mechanics in 3D 3.1 Introduction Last time, we derived the time dependent Schrödinger equation, starting from three basic postulates: 1) The time evolution of a state can be expressed as a unitary

More information

i = cos 2 0i + ei sin 2 1i

i = cos 2 0i + ei sin 2 1i Chapter 10 Spin 10.1 Spin 1 as a Qubit In this chapter we will explore quantum spin, which exhibits behavior that is intrinsically quantum mechanical. For our purposes the most important particles are

More information

Appendix C extra - Concepts of statistical physics Cextra1-1

Appendix C extra - Concepts of statistical physics Cextra1-1 Appendix C extra - Concepts of statistical physics Cextra1-1 Appendix C extra - Concepts of statistical physics A conventional introductory course in physics concentrates on one-body motion: the change

More information

Thermodynamics of feedback controlled systems. Francisco J. Cao

Thermodynamics of feedback controlled systems. Francisco J. Cao Thermodynamics of feedback controlled systems Francisco J. Cao Open-loop and closed-loop control Open-loop control: the controller actuates on the system independently of the system state. Controller Actuation

More information

Journal of Theoretics

Journal of Theoretics Journal of Theoretics Box Normalization and The SCTE Land J Harri T Tiainen PO Box 5066 Chatswood West NSW 1515 Australia harri@healingearth.com.au The SCTE Land constant of 0 A constant of 1 constant

More information

Kyle Reing University of Southern California April 18, 2018

Kyle Reing University of Southern California April 18, 2018 Renormalization Group and Information Theory Kyle Reing University of Southern California April 18, 2018 Overview Renormalization Group Overview Information Theoretic Preliminaries Real Space Mutual Information

More information

Representation of Functions as Power Series

Representation of Functions as Power Series Representation of Functions as Power Series Philippe B. Laval KSU Today Philippe B. Laval (KSU) Functions as Power Series Today / Introduction In this section and the next, we develop several techniques

More information

Lecture 24 Origins of Magnetization (A number of illustrations in this lecture were generously provided by Prof. Geoffrey Beach)

Lecture 24 Origins of Magnetization (A number of illustrations in this lecture were generously provided by Prof. Geoffrey Beach) Lecture 4 Origins of Magnetization (A number of illustrations in this lecture were generously provided by Prof. Geoffrey Beach) Today 1. Magnetic dipoles.. Orbital and spin angular momenta. 3. Non-interacting

More information

Lecture 4: Entropy. Chapter I. Basic Principles of Stat Mechanics. A.G. Petukhov, PHYS 743. September 7, 2017

Lecture 4: Entropy. Chapter I. Basic Principles of Stat Mechanics. A.G. Petukhov, PHYS 743. September 7, 2017 Lecture 4: Entropy Chapter I. Basic Principles of Stat Mechanics A.G. Petukhov, PHYS 743 September 7, 2017 Chapter I. Basic Principles of Stat Mechanics A.G. Petukhov, Lecture PHYS4: 743 Entropy September

More information

Thermal Physics. Energy and Entropy

Thermal Physics. Energy and Entropy Thermal Physics Energy and Entropy Written by distinguished physics educator, this fresh introduction to thermodynamics, statistical mechanics and the study of matter is ideal for undergraduate courses.

More information

= lim. (1 + h) 1 = lim. = lim. = lim = 1 2. lim

= lim. (1 + h) 1 = lim. = lim. = lim = 1 2. lim Math 50 Exam # Solutions. Evaluate the following its or explain why they don t exist. (a) + h. h 0 h Answer: Notice that both the numerator and the denominator are going to zero, so we need to think a

More information

PHYS Statistical Mechanics I Course Outline

PHYS Statistical Mechanics I Course Outline PHYS 449 - Statistical Mechanics I Course Outline There is no official textbook for this course. Suggested References: An Introduction to Thermal Physics, by Daniel V. Schroeder: this was the textbook

More information

Building your toolbelt

Building your toolbelt March 3, 2017 Physics 132 Prof. E. F. Redish Theme Music: Take the A Train Duke Ellington Cartoon: Fox Trot Bill Amend 3/3/17 Physics 132 1 Building your toolbelt Using math to make meaning in the physical

More information

Statistical Mechanics Primer

Statistical Mechanics Primer Statistical Mechanics Primer David an alen January 7, 2007 As the data produced by experimental biologists becomes more quantitative, there becomes a need for more quantitative models. There are many ways

More information

Quantum Mechanics- I Prof. Dr. S. Lakshmi Bala Department of Physics Indian Institute of Technology, Madras

Quantum Mechanics- I Prof. Dr. S. Lakshmi Bala Department of Physics Indian Institute of Technology, Madras Quantum Mechanics- I Prof. Dr. S. Lakshmi Bala Department of Physics Indian Institute of Technology, Madras Lecture - 6 Postulates of Quantum Mechanics II (Refer Slide Time: 00:07) In my last lecture,

More information

Chem 350: Statistical Mechanics and Chemical Kinetics. Spring Preface. Introduction 2

Chem 350: Statistical Mechanics and Chemical Kinetics. Spring Preface. Introduction 2 Preface Introduction 2 Statistical Mechanics and Chemical Kinetics: Syllabus Textbook: Thermodynamics, Statistical Thermodynamics and Kinetics 3 rd ed by Thomas Engel and Philip Reid Additional Resource

More information

Philosophy of QM Eighth lecture, 23 February 2005

Philosophy of QM Eighth lecture, 23 February 2005 Philosophy of QM 24.111 Eighth lecture, 23 February 2005 Strategy for analysis 1. Break the experimental situation up into steps. 2. At each step, look for easy cases. 3. Describe hard cases as linear

More information

Resonance and response

Resonance and response Chapter 2 Resonance and response Last updated September 20, 2008 In this section of the course we begin with a very simple system a mass hanging from a spring and see how some remarkable ideas emerge.

More information

B2.III Revision notes: quantum physics

B2.III Revision notes: quantum physics B.III Revision notes: quantum physics Dr D.M.Lucas, TT 0 These notes give a summary of most of the Quantum part of this course, to complement Prof. Ewart s notes on Atomic Structure, and Prof. Hooker s

More information

Lecture #5: Begin Quantum Mechanics: Free Particle and Particle in a 1D Box

Lecture #5: Begin Quantum Mechanics: Free Particle and Particle in a 1D Box 561 Fall 017 Lecture #5 page 1 Last time: Lecture #5: Begin Quantum Mechanics: Free Particle and Particle in a 1D Box 1-D Wave equation u x = 1 u v t * u(x,t): displacements as function of x,t * nd -order:

More information

appstats27.notebook April 06, 2017

appstats27.notebook April 06, 2017 Chapter 27 Objective Students will conduct inference on regression and analyze data to write a conclusion. Inferences for Regression An Example: Body Fat and Waist Size pg 634 Our chapter example revolves

More information

Emergent Fluctuation Theorem for Pure Quantum States

Emergent Fluctuation Theorem for Pure Quantum States Emergent Fluctuation Theorem for Pure Quantum States Takahiro Sagawa Department of Applied Physics, The University of Tokyo 16 June 2016, YITP, Kyoto YKIS2016: Quantum Matter, Spacetime and Information

More information

Beyond the Second Law of Thermodynamics

Beyond the Second Law of Thermodynamics Beyond the Second Law of Thermodynamics C. Van den Broeck R. Kawai J. M. R. Parrondo Colloquium at University of Alabama, September 9, 2007 The Second Law of Thermodynamics There exists no thermodynamic

More information

Quantum Information Types

Quantum Information Types qitd181 Quantum Information Types Robert B. Griffiths Version of 6 February 2012 References: R. B. Griffiths, Types of Quantum Information, Phys. Rev. A 76 (2007) 062320; arxiv:0707.3752 Contents 1 Introduction

More information

Typical quantum states at finite temperature

Typical quantum states at finite temperature Typical quantum states at finite temperature How should one think about typical quantum states at finite temperature? Density Matrices versus pure states Why eigenstates are not typical Measuring the heat

More information

ChE 503 A. Z. Panagiotopoulos 1

ChE 503 A. Z. Panagiotopoulos 1 ChE 503 A. Z. Panagiotopoulos 1 STATISTICAL MECHANICAL ENSEMLES 1 MICROSCOPIC AND MACROSCOPIC ARIALES The central question in Statistical Mechanics can be phrased as follows: If particles (atoms, molecules,

More information