Difference between revisions of "Ideal Fermi Gas"
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These is the Fermi-Dirac distribution. For a fixed number of particles <math>N</math> one chooses the chemical potential <math>\mu</math> such that <math>N | These is the Fermi-Dirac distribution. For a fixed number of particles <math>N</math> one chooses the chemical potential <math>\mu</math> such that <math>N | ||
\sum_i f(\epsilon_i, \mu, T)</math>. | \sum_i f(\epsilon_i, \mu, T)</math>. | ||
+ | == Fermi Energy == | ||
+ | We observe that at zero temperature, <math>\mu</math> is the energy of the highest occupied state ofthe non-interacting Fermi gas, also called the Fermi energy <math>E_F</math>. | ||
+ | The (globally) largest momentum is <math>p_F \equiv \hbar k_F \equiv \sqrt{2 m E_F}</math>, the Fermi momentum. ''Locally'', at position <math>\vect{r}</math> in the trap, it is <math>p_F(\vec{r}) \equiv \hbar k_F(\vec{r}) \equiv \sqrt{2 m \epsilon_F(\vec{r})} \equiv \hbar (6\pi^2 n_F(\vec{r}))^{1/3}</math> with the local Fermi energy <math>\epsilon_F(\vec{r})</math> which equals <math>\mu(\vec{r},T=0) = E_F - V(\vec{r})</math>. The value of <math>E_F</math> is fixed by the number of fermions <math>N</math>, occupying the <math>N</math> lowest energy states of the trap. | ||
== Trapped Fermi Gas == | == Trapped Fermi Gas == | ||
=== Harmonic Trap === | === Harmonic Trap === | ||
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Special cases: <math>{\rm Li}_0(z) = \frac{1}{1/z - 1}</math>, <math>{\rm Li_1}(z) = -\ln(1-z)</math>. <math>f(\vec{r},\vec{p})</math> can | Special cases: <math>{\rm Li}_0(z) = \frac{1}{1/z - 1}</math>, <math>{\rm Li_1}(z) = -\ln(1-z)</math>. <math>f(\vec{r},\vec{p})</math> can | ||
− | be written as <math> | + | be written as <math>-{\rm Li}_0(- \exp[\beta(\mu-\frac{\vec{p}^2}{2m} - V(\vec{r}))])</math>. When integrating density distributions to obtain column densities, a useful formula is: |
:<math> | :<math> | ||
\int_{-\infty}^\infty dx \;{\rm Li}_n(z\,e^{- x^2}) = \sqrt{\pi}\; {\rm Li}_{n+1/2}(z) | \int_{-\infty}^\infty dx \;{\rm Li}_n(z\,e^{- x^2}) = \sqrt{\pi}\; {\rm Li}_{n+1/2}(z) | ||
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Limiting values: <math>{\rm Li}_n(z) \stackrel{z \ll 1}{\rightarrow} z</math> and <math>-{\rm Li}_n(-z) \stackrel{z\rightarrow\infty}{\rightarrow} \frac{1}{\Gamma(n+1)}\; \ln^n(z)</math>.}. Note that expression for <math>n</math> is correct for any potential <math>V(\vec{r})</math>. The constraint on the number of thermal particles is | Limiting values: <math>{\rm Li}_n(z) \stackrel{z \ll 1}{\rightarrow} z</math> and <math>-{\rm Li}_n(-z) \stackrel{z\rightarrow\infty}{\rightarrow} \frac{1}{\Gamma(n+1)}\; \ln^n(z)</math>.}. Note that expression for <math>n</math> is correct for any potential <math>V(\vec{r})</math>. The constraint on the number of thermal particles is | ||
:<math> | :<math> | ||
− | N_{th} = \ | + | N_{th} = \Intp{r} \; n_{th}(\vec{r}) |
\,. | \,. | ||
</math> | </math> | ||
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with <math>\bar{\omega} = (\omega_x \omega_y \omega_z)^{1/3}</math> the geometric mean of the trapping frequencies. | with <math>\bar{\omega} = (\omega_x \omega_y \omega_z)^{1/3}</math> the geometric mean of the trapping frequencies. | ||
− | In the classical limit at high temperature, we recover the | + | In the classical limit at high temperature, we recover the Maxwell-Boltzmann result of a gaussian distribution, |
− | Maxwell-Boltzmann result of a gaussian distribution, | ||
:<math> | :<math> | ||
n_{cl}(\vec{r}) = \frac{N}{\pi^{3/2} \sigma_x \sigma_y \sigma_z} e^{- \sum_i x_i^2/\sigma_{x_i}^2} \qquad {\rm with} \; \sigma_{x,y,z}^2 = \frac{2 k_B T}{m \omega_{x,y,z}^2} | n_{cl}(\vec{r}) = \frac{N}{\pi^{3/2} \sigma_x \sigma_y \sigma_z} e^{- \sum_i x_i^2/\sigma_{x_i}^2} \qquad {\rm with} \; \sigma_{x,y,z}^2 = \frac{2 k_B T}{m \omega_{x,y,z}^2} | ||
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For {\bf bosons}, it is at this point that the ground state becomes macroscopically occupied and the condensate forms. For {\bf fermions}, the occupation of available phase space cells smoothly approaches unity without any sudden transition: | For {\bf bosons}, it is at this point that the ground state becomes macroscopically occupied and the condensate forms. For {\bf fermions}, the occupation of available phase space cells smoothly approaches unity without any sudden transition: | ||
− | + | :<math> | |
f(\vec{r},\vec{p}) = \frac{1}{e^{(\frac{\vec{p}^2}{2m} + V(\vec{r}) - \mu)/k_B T} + 1} \stackrel{T \rightarrow 0} \rightarrow \left\{% | f(\vec{r},\vec{p}) = \frac{1}{e^{(\frac{\vec{p}^2}{2m} + V(\vec{r}) - \mu)/k_B T} + 1} \stackrel{T \rightarrow 0} \rightarrow \left\{% | ||
\begin{array}{ll} | \begin{array}{ll} | ||
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0, & \hbox{$\frac{\vec{p}^2}{2m} + V(\vec{r}) > \mu$} \\ | 0, & \hbox{$\frac{\vec{p}^2}{2m} + V(\vec{r}) > \mu$} \\ | ||
\end{array}% | \end{array}% | ||
− | \right. | + | \right. |
− | + | </math> | |
− | Accordingly, also the density profile changes smoothly from its | + | Accordingly, also the density profile changes smoothly from its gaussian form at high temperatures to its zero temperature shape: |
− | gaussian form at high temperatures to its zero temperature shape: | + | :<math> |
− | |||
n_F(\vect{r}) &=& \Intp{p} \, f(\vect{r},\vect{p}) \stackrel{T\rightarrow 0}{\rightarrow} \int_{\left|\vect{p}\right|< \sqrt{2m(\mu-V(\vect{r}))}} \frac{{\rm d}^3\vect{p}}{(2\pi\hbar)^3}\nonumber\\ | n_F(\vect{r}) &=& \Intp{p} \, f(\vect{r},\vect{p}) \stackrel{T\rightarrow 0}{\rightarrow} \int_{\left|\vect{p}\right|< \sqrt{2m(\mu-V(\vect{r}))}} \frac{{\rm d}^3\vect{p}}{(2\pi\hbar)^3}\nonumber\\ | ||
&=& \frac{1}{6\pi^2} \left(\frac{2m}{\hbar^2}\right)^{3/2} | &=& \frac{1}{6\pi^2} \left(\frac{2m}{\hbar^2}\right)^{3/2} | ||
\left(\mu - V(\vect{r})\right)^{3/2}. | \left(\mu - V(\vect{r})\right)^{3/2}. | ||
− | + | </math> | |
− | + | In terms of local Fermi energy, For a harmonic trap we obtain | |
− | + | :<math> | |
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | For a harmonic trap we obtain | ||
− | |||
N &=& \Int{r} \; n_F(\vect{r}) = \frac{1}{6} \left(\frac{E_F}{\hbar \bar{\omega}}\right)^3\nonumber\\ | N &=& \Int{r} \; n_F(\vect{r}) = \frac{1}{6} \left(\frac{E_F}{\hbar \bar{\omega}}\right)^3\nonumber\\ | ||
\Rightarrow E_F &=& \hbar \bar{\omega} (6 N)^{1/3} | \Rightarrow E_F &=& \hbar \bar{\omega} (6 N)^{1/3} | ||
− | + | </math> | |
− | |||
and for the zero-temperature profile | and for the zero-temperature profile | ||
− | + | :<math> | |
n_F(\vect{r}) &=& \frac{8}{\pi^2} \frac{N}{R_{Fx} R_{Fy} R_{Fz}} | n_F(\vect{r}) &=& \frac{8}{\pi^2} \frac{N}{R_{Fx} R_{Fy} R_{Fz}} | ||
\; \left[\max \left(1 - \sum_i | \; \left[\max \left(1 - \sum_i | ||
\frac{x_i^2}{R_{Fi}^2},0\right)\right]^{3/2} | \frac{x_i^2}{R_{Fi}^2},0\right)\right]^{3/2} | ||
− | + | </math> | |
− | + | with the Fermi radii <math>R_{F{x,y,z}} = \sqrt{\frac{2 E_F}{m\omega_{x,y,z}^2}}</math>. The profile of the degenerate Fermi gas has a rather flat top compared to the gaussian profile of a thermal cloud, as the occupancy of available phase space cells, saturates at unity. | |
− | with the Fermi radii | + | === |
− | \omega_{x,y,z}^2}} | + | At finite <math>T \lesssim T_F</math>, we can understand the shape of the cloud by comparing <math>k T</math> with the local Fermi energy <math>\epsilon_F(\vec{r})</math>. For the outer regions in the trap where <math>k T \gg \epsilon_F(\vec{r})</math>, the gas shows a classical (Boltzmann) density distribution <math>n(\vec{r}) \propto e^{-\beta V(\vec{r})}</math>. In the inner part of the cloud where <math>k_B T \ll \epsilon_F(\vect{r})$, the density is of the zero-temperature form <math>n(\vec{r}) \propto (E_F - V(\vect{r}))^{3/2}</math>. The Polylogarithm smoothly interpolates between the two regimes. We notice here the difficulty of thermometry for very cold Fermi clouds: Temperature only affects the far wings of the density distribution. While for thermal clouds above <math>T_F</math>, the size of the cloud is a direct measure of temperature, for cold Fermi clouds one needs to extract the temperature from the shape of the distribution's wings. |
− | rather flat top compared to the gaussian profile of a thermal | ||
− | cloud, as the occupancy of available phase space cells saturates | ||
− | at unity. | ||
− | |||
− | At finite | ||
− | cloud by comparing | ||
− | |||
− | T \gg \epsilon_F(\ | ||
− | density distribution | ||
− | the inner part of the cloud where | ||
− | \epsilon_F(\vect{r})$, the density is of the zero-temperature form | ||
− | \propto (E_F - V(\vect{r}))^{3/2} | ||
− | interpolates between the two regimes. We notice here the | ||
− | difficulty of thermometry for very cold Fermi clouds: Temperature | ||
− | only affects the far wings of the density distribution. While for | ||
− | thermal clouds above | ||
− | measure of temperature, for cold Fermi clouds one needs to extract | ||
− | the temperature from the shape of the distribution's wings. | ||
− | Note that the validity of the above derivation required the Fermi | + | Note that the validity of the above derivation required the Fermi energy <math>E_F</math> to be much larger than the level spacing <math>\hbar |
− | energy | + | \omega_{x,y,z}</math>. For example, in very elongated traps, and for low atom numbers, one can have a situation where this condition is violated in the tightly confining radial dimensions. |
− | \omega_{x,y,z} | ||
− | atom numbers one can have a situation where this condition is | ||
− | violated in the tightly confining radial dimensions. |
Revision as of 17:27, 11 May 2017
We talk about basics for an ideal Fermi gas.
Fermi-Dirac distribution
The particles in an atom trap are isolated from the surroundings, thus the atom number and total energy content of the atomic cloud is fixed. However, it is convenient to consider the system to be in contact with a reservoir, with which it can exchange particles and energy (grand canonical ensemble). For non-interacting particles with single-particle energies , the average occupation of state is
These is the Fermi-Dirac distribution. For a fixed number of particles one chooses the chemical potential such that .
Fermi Energy
We observe that at zero temperature, is the energy of the highest occupied state ofthe non-interacting Fermi gas, also called the Fermi energy . The (globally) largest momentum is , the Fermi momentum. Locally, at position Failed to parse (unknown function "\vect"): {\displaystyle \vect{r}} in the trap, it is with the local Fermi energy which equals . The value of is fixed by the number of fermions , occupying the lowest energy states of the trap.
Trapped Fermi Gas
Harmonic Trap
Applying these distributions to particles confined in a harmonic trap, with trapping potential
We assume that the thermal energy is much larger than the quantum mechanical level spacings (Thomas-Fermi approximation). In this case, the occupation of a phase space cell (which is the phase-space density times $h^3$) is given by
The density distribution of the thermal gas is
where is the de Broglie wavelength. is the -order Polylogarithm, defined as
where the first integral is over dimensions, is the radius vector in dimensions, is any positive half-integer or zero and is the Gamma-function. The Polylogarithm can be expressed as a sum which is often used as the definition of the Polylogarithm. This expression is valid for all complex numbers and where . The definition given in the text is valid for all .
Special cases: , Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle {\rm Li_1}(z) = -\ln(1-z)} . Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle f(\vec{r},\vec{p})} can be written as Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle -{\rm Li}_0(- \exp[\beta(\mu-\frac{\vec{p}^2}{2m} - V(\vec{r}))])} . When integrating density distributions to obtain column densities, a useful formula is:
- Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \int_{-\infty}^\infty dx \;{\rm Li}_n(z\,e^{- x^2}) = \sqrt{\pi}\; {\rm Li}_{n+1/2}(z) \,. }
Limiting values: and Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle -{\rm Li}_n(-z) \stackrel{z\rightarrow\infty}{\rightarrow} \frac{1}{\Gamma(n+1)}\; \ln^n(z)} .}. Note that expression for Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle n} is correct for any potential Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle V(\vec{r})} . The constraint on the number of thermal particles is
- Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle N_{th} = \Intp{r} \; n_{th}(\vec{r}) \,. }
For a harmonic potential, we obtain
- Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle N_{th} = - \left(\frac{k_B T}{\hbar \bar{\omega}}\right)^3 {\rm Li}_3(-\,e^{\beta\mu}) }
with Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \bar{\omega} = (\omega_x \omega_y \omega_z)^{1/3}} the geometric mean of the trapping frequencies.
In the classical limit at high temperature, we recover the Maxwell-Boltzmann result of a gaussian distribution,
The regime of quantum degeneracy is reached when , or when the temperature . The degeneracy temperature is around or below one for typical experimental conditions.
For {\bf bosons}, it is at this point that the ground state becomes macroscopically occupied and the condensate forms. For {\bf fermions}, the occupation of available phase space cells smoothly approaches unity without any sudden transition:
- Failed to parse (unknown function "\begin{array}"): {\displaystyle f(\vec{r},\vec{p}) = \frac{1}{e^{(\frac{\vec{p}^2}{2m} + V(\vec{r}) - \mu)/k_B T} + 1} \stackrel{T \rightarrow 0} \rightarrow \left\{% \begin{array}{ll} 1, & \hbox{$\frac{\vec{p}^2}{2m} + V(\vec{r}) < \mu$} \\ 0, & \hbox{$\frac{\vec{p}^2}{2m} + V(\vec{r}) > \mu$} \\ \end{array}% \right. }
Accordingly, also the density profile changes smoothly from its gaussian form at high temperatures to its zero temperature shape:
- Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle n_F(\vect{r}) &=& \Intp{p} \, f(\vect{r},\vect{p}) \stackrel{T\rightarrow 0}{\rightarrow} \int_{\left|\vect{p}\right|< \sqrt{2m(\mu-V(\vect{r}))}} \frac{{\rm d}^3\vect{p}}{(2\pi\hbar)^3}\nonumber\\ &=& \frac{1}{6\pi^2} \left(\frac{2m}{\hbar^2}\right)^{3/2} \left(\mu - V(\vect{r})\right)^{3/2}. }
In terms of local Fermi energy, For a harmonic trap we obtain
- Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle N &=& \Int{r} \; n_F(\vect{r}) = \frac{1}{6} \left(\frac{E_F}{\hbar \bar{\omega}}\right)^3\nonumber\\ \Rightarrow E_F &=& \hbar \bar{\omega} (6 N)^{1/3} }
and for the zero-temperature profile
- Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle n_F(\vect{r}) &=& \frac{8}{\pi^2} \frac{N}{R_{Fx} R_{Fy} R_{Fz}} \; \left[\max \left(1 - \sum_i \frac{x_i^2}{R_{Fi}^2},0\right)\right]^{3/2} }
with the Fermi radii . The profile of the degenerate Fermi gas has a rather flat top compared to the gaussian profile of a thermal cloud, as the occupancy of available phase space cells, saturates at unity.
=
At finite Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle T \lesssim T_F} , we can understand the shape of the cloud by comparing Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle k T} with the local Fermi energy Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \epsilon_F(\vec{r})} . For the outer regions in the trap where , the gas shows a classical (Boltzmann) density distribution Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle n(\vec{r}) \propto e^{-\beta V(\vec{r})}} . In the inner part of the cloud where Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle k_B T \ll \epsilon_F(\vect{r})$, the density is of the zero-temperature form <math>n(\vec{r}) \propto (E_F - V(\vect{r}))^{3/2}} . The Polylogarithm smoothly interpolates between the two regimes. We notice here the difficulty of thermometry for very cold Fermi clouds: Temperature only affects the far wings of the density distribution. While for thermal clouds above Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle T_F} , the size of the cloud is a direct measure of temperature, for cold Fermi clouds one needs to extract the temperature from the shape of the distribution's wings.
Note that the validity of the above derivation required the Fermi energy to be much larger than the level spacing Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \hbar \omega_{x,y,z}} . For example, in very elongated traps, and for low atom numbers, one can have a situation where this condition is violated in the tightly confining radial dimensions.