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Classical Statistics

Classical Statistics. What is the speed distribution of the molecules of an ideal gas at temperature T? Maxwell speed distribution This is the probabilitity of finding a particle with speed between v and v +dv And if we cared to calculate it we would find. Classical Statistics.

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Classical Statistics

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  1. Classical Statistics • What is the speed distribution of the molecules of an ideal gas at temperature T? • Maxwell speed distribution • This is the probabilitity of finding a particle with speed between v and v +dv • And if we cared to calculate it we would find

  2. Classical Statistics • Maxwell speed distribution

  3. Classical Statistics • In quantum mechanics we are generally interested in the energy • Maxwell’s velocity distribution can be converted into a statement about energy

  4. Classical Statistics • The factor is called the Maxwell-Boltzmann factor • FMB gives the probability that a state of energy E is occupied at temperature T • The E1/2 factor is not universal but rather specific to the molecular speed problem • We need one more element called the density of states g(E) • g(E) is the number of states available per unit energy interval

  5. Classical Statistics • We have then • This is useful because we can then calculate thermodynamic properties of interest

  6. Quantum Statistics • We would like to apply these same ideas using quantum mechanics • To give some idea of how quantum mechanics will change things consider the following example • Let a gas be made of only two particles A and B • Let there be three quantum states s=1,2,3

  7. Quantum Statistics • Maxwell-Boltzmann case • The two particles are distinguishable and two particles can occupy the same state • There are 9 distinct states shown on the right

  8. Quantum Statistics • Bose-Einstein case • The particles are identical bosons • Any number of particles can occupy the same state • Let B=A • There are 6 distinct states shown on the right

  9. Quantum Statistics • Fermi-Dirac case • The particles are identical fermions • No two particles can occupy the same quantum state (Pauli exclusion principle) • There are 3 distinct states

  10. Quantum Statistics • The number of particles with energy E for the three cases is given by

  11. Quantum Statistics • The three probability distributions with A = B1 = B2 = 1

  12. Fermi-Dirac Statistics • This is the case for electrons so let’s study it a bit more • The constant B1 can be written • You will hear a lot about the Fermi energy in solid state physics

  13. Fermi-Dirac Statistics • Comments • When E=EF , FFD = ½ • The Fermi energy EF is the energy of the highest occupied energy level at T=0 • As T→0, FFD=1 for E<EF and FFD=0 for E>EF • At/near T=0, the fermions will occupy the lowest energy states available (consistent with the Pauli exclusion principle) • As T increases, the can occupy higher energy states

  14. Fermi-Dirac Statistics • Define kBTF = EF

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