Podcast
Questions and Answers
How does increasing the temperature of a system generally affect its thermal energy?
How does increasing the temperature of a system generally affect its thermal energy?
It increases the thermal energy.
Explain how the change in thermal energy relates to the mass of a substance, assuming other variables are constant.
Explain how the change in thermal energy relates to the mass of a substance, assuming other variables are constant.
The change in thermal energy is directly proportional to the mass.
Define 'specific heat' and explain its usefulness.
Define 'specific heat' and explain its usefulness.
Specific heat ($c$) is the amount of heat required to raise the temperature of one unit of mass of a substance by one degree. It's useful because the temperature change with heat transfer depends on the composition of the system.
Two containers hold different gases. One has N molecules of helium, the other N/2 molecules of oxygen, both at room temperature initially. Equal energy is added to each. Which gas is hotter at the end?
Two containers hold different gases. One has N molecules of helium, the other N/2 molecules of oxygen, both at room temperature initially. Equal energy is added to each. Which gas is hotter at the end?
In the context of the Einstein model of a solid, what assumption is made about the oscillation of each atom?
In the context of the Einstein model of a solid, what assumption is made about the oscillation of each atom?
What are the components that determine the total energy of a single atom in the Einstein Model?
What are the components that determine the total energy of a single atom in the Einstein Model?
Why is it necessary to discretize (coarse-grain) the system when trying to find a number of ways a given amount of energy can be divided between the oscillators?
Why is it necessary to discretize (coarse-grain) the system when trying to find a number of ways a given amount of energy can be divided between the oscillators?
What does quantum mechanics suggest as a convenient energy scale for discretizing energy in the Einstein model of a solid?
What does quantum mechanics suggest as a convenient energy scale for discretizing energy in the Einstein model of a solid?
In systems with discrete energy values, explain why only changes in energy are physically meaningful.
In systems with discrete energy values, explain why only changes in energy are physically meaningful.
What is the definition of a microstate of a system?
What is the definition of a microstate of a system?
What properties typically specify the macrostate of a gas?
What properties typically specify the macrostate of a gas?
Define 'multiplicity' in the context of statistical mechanics. What does it quantify?
Define 'multiplicity' in the context of statistical mechanics. What does it quantify?
For an Einstein solid, what two parameters specify the macrostate?
For an Einstein solid, what two parameters specify the macrostate?
If $q = U/ε$, explain what $q$ represents in the context of computing (\Omega(U, N)).
If $q = U/ε$, explain what $q$ represents in the context of computing (\Omega(U, N)).
If you have (n) objects, how many ways can you order them?
If you have (n) objects, how many ways can you order them?
What is the fundamental assumption of statistical mechanics regarding accessible microstates?
What is the fundamental assumption of statistical mechanics regarding accessible microstates?
Consider a lead pipe. If its temperature increases from 25°C to 37°C, what other information do you need to calculate the thermal enery increase?
Consider a lead pipe. If its temperature increases from 25°C to 37°C, what other information do you need to calculate the thermal enery increase?
If the value of $c$ for a substance changes very slowly with temperature, what other factor does $c$ solely depend on?
If the value of $c$ for a substance changes very slowly with temperature, what other factor does $c$ solely depend on?
In the equation $dU = mcdT$, why can we use Celsius even though Kelvin is preferred?
In the equation $dU = mcdT$, why can we use Celsius even though Kelvin is preferred?
What is the difference between the experimental method and theoretical method of finding specific heat?
What is the difference between the experimental method and theoretical method of finding specific heat?
What are the typical values of (n) for monatomic solids and gases at room temperature in the formula for specific heat $C≈ \frac{nN k_B}{m 2}$?
What are the typical values of (n) for monatomic solids and gases at room temperature in the formula for specific heat $C≈ \frac{nN k_B}{m 2}$?
If a solid is heated and its energy intervals are binned, what is the appropriate energy to use for each bin?
If a solid is heated and its energy intervals are binned, what is the appropriate energy to use for each bin?
What does the textbook suggest that makes the need for quantum mechanics slightly misleading?
What does the textbook suggest that makes the need for quantum mechanics slightly misleading?
What is the formula that should be used to find the total energy with no interactions between the solid?
What is the formula that should be used to find the total energy with no interactions between the solid?
Using gases as an example, what are some properties that help differentiate microstates?
Using gases as an example, what are some properties that help differentiate microstates?
What is a property that helps us calculate what the microstate would be for a magnet?
What is a property that helps us calculate what the microstate would be for a magnet?
Using an Einstein solid, what parameter specifies the macrostate?
Using an Einstein solid, what parameter specifies the macrostate?
What key role is played by multiplicity?
What key role is played by multiplicity?
For an Einstein solid in terms of total energy (U) and number of atoms (N) and (\Omega(U,N)), what does the formula represent?
For an Einstein solid in terms of total energy (U) and number of atoms (N) and (\Omega(U,N)), what does the formula represent?
What is combinatorics concerned with?
What is combinatorics concerned with?
Using a number from 1,2,3, why is the total number always 3 x 2 x 1?
Using a number from 1,2,3, why is the total number always 3 x 2 x 1?
Considering a 3 x 1 = 2 bar and 5 star with 7 symbols, explain why numbers are swapped.
Considering a 3 x 1 = 2 bar and 5 star with 7 symbols, explain why numbers are swapped.
Looking at (\Omega(U,N) = \frac{(3N + q − 1)!}{(3N − 1)! q!}), what does this formula represent?
Looking at (\Omega(U,N) = \frac{(3N + q − 1)!}{(3N − 1)! q!}), what does this formula represent?
Suppose out system consists of two subsystems A and B that have macrostates MA and MB. After giving the multiplicities (\Omega(M_A)) and (\Omega(M_B)), what is the formula for the combined system AB?
Suppose out system consists of two subsystems A and B that have macrostates MA and MB. After giving the multiplicities (\Omega(M_A)) and (\Omega(M_B)), what is the formula for the combined system AB?
Why is macropartition important?
Why is macropartition important?
Using the macropartition ((U_A, N_A), (U_B, N_B)) of ((U, N)), how can you determine U and N?
Using the macropartition ((U_A, N_A), (U_B, N_B)) of ((U, N)), how can you determine U and N?
Explain why calculating the number of microstates that are compatible with a given macropartition is important?
Explain why calculating the number of microstates that are compatible with a given macropartition is important?
Define what accessible microstates are.
Define what accessible microstates are.
In the fundemental assumption, what do the dynamics cause the system to do in the long run?
In the fundemental assumption, what do the dynamics cause the system to do in the long run?
Explain why a magnet's direction of each elementary magnet would be its microstate.
Explain why a magnet's direction of each elementary magnet would be its microstate.
Give an example of why, for a gas, macrostates are not independant.
Give an example of why, for a gas, macrostates are not independant.
A 50-g piece of metal at 85°C is placed in 100g of water at 22°C. After thermal equilibrium is reached, the final temperature of the water and metal is 25.6°C. Assuming no heat is lost to the surroundings, calculate the specific heat of the metal.
A 50-g piece of metal at 85°C is placed in 100g of water at 22°C. After thermal equilibrium is reached, the final temperature of the water and metal is 25.6°C. Assuming no heat is lost to the surroundings, calculate the specific heat of the metal.
Consider two identical blocks, A and B. Block A is heated to 50°C and Block B is heated to 100°C. Both blocks are then placed in separate, identical containers of water at 20°C. Which block will cause the greater increase in the water's temperature, and briefly explain why?
Consider two identical blocks, A and B. Block A is heated to 50°C and Block B is heated to 100°C. Both blocks are then placed in separate, identical containers of water at 20°C. Which block will cause the greater increase in the water's temperature, and briefly explain why?
Explain how the Einstein model simplifies the understanding of the thermal properties of solids.
Explain how the Einstein model simplifies the understanding of the thermal properties of solids.
Define what is meant by a 'macrostate' and a 'microstate' in the context of statistical mechanics. Provide an example to illustrate the difference.
Define what is meant by a 'macrostate' and a 'microstate' in the context of statistical mechanics. Provide an example to illustrate the difference.
Two Einstein solids, A and B, with $N_A = 3$ and $N_B = 2$, are in thermal contact. If the total energy of the combined system is $5\epsilon$, how would you calculate the multiplicity $\Omega(U, N)$?
Two Einstein solids, A and B, with $N_A = 3$ and $N_B = 2$, are in thermal contact. If the total energy of the combined system is $5\epsilon$, how would you calculate the multiplicity $\Omega(U, N)$?
Flashcards
What is Specific Heat (c)?
What is Specific Heat (c)?
The amount of energy required to raise the temperature of a substance per unit of mass.
What is Boltzmann's constant?
What is Boltzmann's constant?
Boltzmann's constant (kB) is a physical constant relating the average kinetic energy of particles in a gas with the temperature of the gas.
What is the Einstein Model?
What is the Einstein Model?
A simplified model where each atom in a solid oscillates independently.
What is a microstate?
What is a microstate?
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What is a macrostate?
What is a macrostate?
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What is multiplicity?
What is multiplicity?
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What is combinatorics?
What is combinatorics?
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What are accessible microstates?
What are accessible microstates?
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What is the fundamental assumption?
What is the fundamental assumption?
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Study Notes
- Class is now in Agyros Forum 202.
Office Hours
- Mondays 4pm-5pm
- Wednesdays 9am-10am
- Killefer Conference Room: https://maps.app.goo.gl/FJGbZzKD7XNxPYrR8
- Reading quiz due on Wednesday at noon for T3 chapter, for Thursday
Temperature and Thermal Energy
- Increasing temperature increases thermal energy
- Small changes result in a linear relationship: dU = mcdT or c = 1/m * dU/dT
- Change in thermal energy is proportional to mass
- Specific heat (c) changes slowly with temperature and depends on the system's composition
Example Calculation
- A 100g lead pipe's temperature increases from 25°C to 37°C
- The specific heat of lead is 0.128 J/g·K (approximately constant)
- Thermal energy increase is calculated: ΔU = mcΔT
- Temperature differences are the same in Kelvin and Celsius
- ΔU = (100 g) * (0.128 J/g·K) * (37-25) K = 153.6 J
Specific Heat Formula
- Specific heat is usually determined empirically
- For simple systems, statistical mechanics can be used
- A formula can be used: c ≈ (nNkB)/(m*2)
- Boltzmann's constant is kB = 1.38 x 10^-23 J/K
- N is the number of molecules in the system
- m is the mass of the system
- n is an integer depending on the system, approximately 6 for solids or 3 for low density gas at room temperature
Combining Formulas
- Combining dU = mcdT, c ≡ 1/m * dU/dT, and c ≈ (nNkB)/(m*2)
- Results in dU ≈ (n/2 * kB) * N dT
- In turn du/dT ≈ nN(kB/2)
- This can be simpler to work with than specific heat
Einstein Model of a Solid
- Statistical mechanics simplifies interacting systems
- Neglecting interactions simplifies the dynamics
- Each atom oscillates independently
- Atoms only oscillate a short distance
- Treating them as harmonic oscillators is a good approximation
PHYS 101 Concepts
- Potential energy of a harmonic oscillator is ½ksr²
- Angular frequency of a harmonic oscillator is ω = √(ks/m)
Energy in the Einstein Model
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The total energy of a single atom: E = Kinetic Energy + Potential Energy
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Given by the equation: E = ½m|v|^2 + ½ks|r|^2 = ½m(vx² + vy² + vz²) + ½ks(x² + y² + z²)
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Which then expands: (½mvx² + ½ksx²) + (½mvy² + ½ksy²) + (½mvz² + ½ksz²)
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This is equivalent to three independent 1D harmonic oscillators
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In total, 3N independent 1D oscillators exist with 3 for each noninteracting atom
Quantum Mechanics
- The textbook uses quantum mechanics, but not studied later in the course
- The energy levels is discrete
- Equation dictates energy: E = (n + ½)ħω
- Planck's constant is denoted by: ħ = 1.055 × 10-34 J s^-1
Need for Quantum Mechanics
- Discretizing the system (coarse-grain)
- It is necessary to count the energy distributions between 3N oscillators
- The possible energies of an oscillator must form a continuum unless you use many ways of doing this
- So bin the energies and call it the energy to do work
Coarse-Graining Scale
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⅓ ∈ if 0 ≤ E < ∈
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3/2 ∈ if ∈ ≤ E ≤ 2∈
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5/2 ∈ if 2∈ ≤ E ≤ 3∈
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(n + ½) ∈ if n∈ ≤ E ≤ (n + 1)∈
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Providing a tiny amount of energy compared to the total energy of the solid does not make a big difference
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In fact, you can often take the limit e → 0 at the end of the calculation
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It is an alternative motivation for using a discrete set of energies
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QM suggests energy scale where: ∈ = ħω
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But it isnt needed, we need to discretize energy
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Quantum systems dont need to be in states that have a definite energy value so you can count states by counting the number of justification
Total Energy
- There are no interactions with the total energy of the solid which is the sum of the energies of the independent oscillators
- Etot = Σ (ni + ½) € = Σ ni€ + Σ ½ = Σ ni€ +
- If we are using discrete values for the energy equation
Meaningful Changes
- Only changes to energy are physically meaningful
- Assuming that the number of atoms number is fixed for arbitrary potential
- The equation 3𝑁/2 e is a constant
- E tot = Σn i e
Macrostates and Microstates Distinction
- Microstate is the specification of a state
- The system must specify physical properties to measure and calculate
- A Gas contains position & velocity of every single molecule
- The total energy only gives total energy
- Magnets go in different directions which is its microstate
Macrostate specification
- Is the bulk properties of a system (the things directly experienced)
- Interested in using statistical model to calculate them
- Gas Macrostate: Pressure Volume Temperature
- Einstein Solid macrostate: Total Energy
- Magnet Macrostate: Total magnetization
- In many cases, properties arent independent
- e.g.: temp determined by pressure & volume
- Macrostate is determined when given its pressure and volume
Multiplicity
- Huge number of microstates that correspond to each macrostate
- Multiplicity Ω(𝑀) of a microstate 𝑀: the number of microstates that correspond to the macrostate
- Einstein solid with total energy number, and the number of atoms
- Omega(U,N) = # of ways distriburing energy (U) among 3N oscillators
Computing Ω(𝑈, 𝑁)
- q = U/∈. This is how many unit of our energy scale we possess at the total energy of U
- The Ω(𝑈, 𝑁) is how many ways you distribute q pieces of energy among 3 𝑁 oscillators.
- This is determined by combinatorics
The general idea
- Distribute k objects among (n) slots
- k = q and n = 3 N
Combinatorics
- Suppose there are n objects, and in the example 1,2,3:
- 1,2,3 1,3,2 2,1,3 2,3,1 3,1,2 3,2,1 - which are 6 possible ways
- 3 numbers to choose, and it goes down from there
- So the total number of ways to choose 3 numbers is 3 x 2 x 1 = 3! = 6.
Combinatorics Background Cont.
- Number of ordering n objects n! = n × (n - 1) × (n − 1) x・・・ × 2 × 1
- The goal is the total number of possible ways distributing k objects among n slots.
- Mark the division between two slots = |
- Mark an object = *
- There are n - 1 = 2 bars and k stars
- So a total of 7 symbols
The number of objects
- (n + k − 1): ways and if you
- Swapping doesn't change
- So the stars also dont change
- (n 1)! (n 1)! k!
Einstein Solid Multiplicity
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(𝑛 + 𝑘 − 1)! (𝑛 − 1)! 𝑘!
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Omega Function: (3𝑁 + 𝑞 − 1)! (3𝑁 − 1)! 𝑞!
Thermal Contact
- There exists two subsystems 𝐴 and 𝐵
- These have Ω𝐴 and Ω𝐵 for shorthand
- total energy: Ω𝐴𝐵 = Ω𝐴 × Ω𝐵
Macropartitions
- We composed of subsystems 𝐴 and 𝐵
- macrostate of 𝐴𝐵 will be designated as 𝑀𝐴𝐵
- macropartition is a specification for the state 𝐴 and 𝐵
- So (𝑈𝐴 , 𝑁𝐴 ) that is (𝑈𝐵 , 𝑁𝐵
Equations for macropartitions
- if U = UA + UB and N = NA + NB 3𝑁+𝑞−1 !
- Ω(U, 𝑁) = (3𝑁−1)! 𝑞| we can calculate the number of microstates that are compatible with a macropartition
Fundamental Assumption
- A system’s accessible microstates are the microstates that its marcropartition supports
- An isolated system’s accessible microstates are all equally likely in the long run
- Initial conditions in nature lead to dynamics causing a system to spend equal time in its microstates
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