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Waves and Phase Transitions in Spin Systems

A1  0.30 It is possible to write the ring's magnetic moment $\vec{\mu}$ in terms of its angular momentum $\vec{L}$ as $\vec{\mu}=\gamma \vec{L}$. Find the constant $\gamma$, called the gyromagnetic ratio, of this system in terms of $Q$ and $M$.

The angular momentum of the planar loop rotating around its perpendicular axis is given by
$$
\vec{L} = M R^2 \vec{\omega},
$$while the current generated by the rotation is $I = Q/T = \omega Q/2\pi$.
then the magnetic dipole moment of the planar loop is given by
$$
\vec{\mu} = I A \vec{\omega} = \frac{\omega Q}{2\pi} \pi R^2\hat{\omega} = \frac{1}{2} Q R^2 \vec{\omega}
$$It follows that
$$
\vec{\mu} = \frac{Q}{2M} \vec{L}
$$and

Ответ: $$
\gamma = \frac{Q}{2M}
$$
A2  0.40 Find the angular frequency $\omega_L$ of the angular momentum precession (the so-called Larmor frequency) due to the external magnetic field in terms of $B$ and $\gamma$. Take the positive direction to be counter-clockwise with respect to $+z$.

The torque acting on a magnetic dipole due to an external magnetic field is given by
$$
\vec{\tau} = \vec{\mu} \times \vec{B} = \frac{d\vec{L}}{dt}
$$Since only the component perpendicular to $\vec{B}$ can change, and it rotates with angular velocity $\omega_L$, we write
$$
L \omega_L \sin \theta = - \mu B \sin \theta,
$$from which we deduce
$$
\omega_L = - \frac{\mu}{L}B = -\gamma B
$$

Ответ: $$
\omega_L = - \gamma B
$$
A3  0.50 The magnetic interaction energy between the two rings can be written as $U=J_0 \vec{L}_1\cdot \vec{L}_2$, where $J_0$ is a constant and $\vec{L}_i$ is the angular momentum of the $i$th ring. Find $J_0$ in terms of $\gamma, d$ and fundamental constants.

The magnetic field due to the first dipole on the second is
$$
\vec{B}_{1\, on \, 2} = - \frac{\mu_0}{4 \pi} \frac{\mu_1}{d^3}
$$Then
$$
U = - \vec{\mu}_2 \cdot \vec{B}_{1\, on \, 2} = - \frac{\mu_0}{4 \pi d^3}\mu_1 \mu_2 \cos(\pi -\theta),
$$leading to
$$
U = \frac{\mu_0 \gamma^2}{4 \pi d^3} \vec{L}_1 \cdot \vec{L}_2
$$

Ответ: $$
J_0 = \frac{\mu_0 \gamma^2}{4 \pi d^3}
$$
B1  0.30 The energy terms containing $\vec{S}_i$ in the sum above can be viewed as the interaction energy between an effective magnetic field $\vec{B}_{i,\text{eff}}$ and the magnetic moment of $\vec{S}_i$. Find $\vec{B}_{i,\text{eff}}$ and express your answer in terms of $J$, the gyromagnetic ratio $\gamma$, and other spins $\vec{S}_j$ (specify the indices $j$ in relation to $i$).

The $i$th spin interacts with the $i − 1$ and $i + 1$ spins, with an energy $E_i = −J(\vec{S}_{i−1} +\vec{S}_{i+1}) \cdot \vec{S}_i$ which is analogous to $E_i = −\vec{B}_i \cdot \vec{\mu}_i$. Using ⃗$\mu_i = \gamma S_i$, we find

Ответ: $$
\vec{B}_{i, \text{eff}} = \frac{J}{\gamma}\left( \vec{S}_{i-1}+ \vec{S}_{i+1}\right)
$$
B2  0.30 Using the concept of effective magnetic field, express the rate of change of the $i$th spin vector, $d\vec{S}_i/dt$, in terms of $J, \vec{S}_i$, and other spins $\vec{S}_j$ (specify the indices $j$ in relation to $i$).

Given the effective magnetic field

$$
\begin{aligned}
\frac{\mathrm{d} \vec{S}_{i}}{\mathrm{~d} t} & =\vec{\tau}=\vec{\mu}_{i} \times \vec{B}_{i, \text { eff }} =J \vec{S}_{i} \times\left(\vec{S}_{i-1}+\vec{S}_{i+1}\right)
\end{aligned}
$$

Ответ: $$
\begin{aligned}
\frac{\mathrm{d} \vec{S}_{i}}{\mathrm{~d} t} &=J \vec{S}_{i} \times\left(\vec{S}_{i-1}+\vec{S}_{i+1}\right)
\end{aligned}
$$

None

B3  2.00

Find the relationship between $\omega$ and $k$ (known as the dispersion relation, $\omega(k)$) for the spin waves in terms of $J, S$ and $a$.

Hint: express the position of the $i$th spin as $x=a\cdot i$.


We can write the rate of change of the $x$ and $y$ components of $\vec{S}_{i}$, keeping in mind the approximation $S_{i, z} \approx S$ for all $i$.

$$
\begin{aligned}
\frac{\mathrm{d} S_{i, x}}{\mathrm{~d} t} & =J\left[S_{i, y}\left(S_{i-1, z}+S_{i+1, z}\right)\right. \\
& \left.-S_{i, z}\left(S_{i-1, y}+S_{i+1, y}\right)\right] \\
& \approx J S\left(2 S_{i, y}-S_{i-1, y}-S_{i+1, y}\right)
\end{aligned}
$$
and

$$
\begin{aligned}
\frac{\mathrm{d} S_{i, y}}{\mathrm{~d} t} & =J\left[-S_{i, x}\left(S_{i-1, z}+S_{i+1, z}\right)\right. \\
& \left.-S_{i, z}\left(S_{i-1, x}+S_{i+1, x}\right)\right] \\
& \approx-J S\left(2 S_{i, x}-S_{i-1, x}-S_{i+1, x}\right)
\end{aligned}
$$
The structure of these equations along with the traveling wave behavior leads us to the ansatz

$$
\begin{aligned}
S_{i, x} & =\delta S \cos (k x-\omega t) \\
S_{i, y} & =\delta S \sin (k x-\omega t)
\end{aligned}
$$
Where $\delta S$ is the amplitude. This yields

$$
\begin{aligned}
\omega \delta S \sin (k x-\omega t) & =J S \delta S \cdot[2 \sin (k x-\omega t) \\
& -\sin (k x-\omega t-k a) \\
& -\sin (k x-\omega t+k a)]
\end{aligned}
$$
Using $\sin (A)+\sin (B)=2 \sin \left(\frac{A+B}{2}\right) \cos \left(\frac{A-B}{2}\right)$, we get

$$
\omega(k)=2 J S[1-\cos (k a)]
$$
Note: We can show that the amplitude for $S_{x}$ equals that of $S_{y}$, but substituting predictions with $\delta S_{x}$ and $\delta S_{y}$, which leads to

$$
\begin{aligned}
\omega \delta S_{x} \sin (k x-\omega t) & =J S \delta S_{y} \cdot[2 \sin (k x-\omega t) \\
& -\sin (k x-\omega t-k a) \\
& -\sin (k x-\omega t+k a)] \\
\omega \delta S_{y} \cos (k x-\omega t) & =J S \delta S_{x} \cdot[2 \cos (k x-\omega t) \\
& -\cos (k x-\omega t-k a) \\
& -\cos (k x-\omega t+k a)]
\end{aligned}
$$
which can only be satisfied given $\delta S_{x}=\delta S_{y}$.

Ответ: $$
\omega(k)=2 J S[1-\cos (k a)]
$$

None

B4  0.60 For small $k$ ($k\ll1/a$), find the effective mass $m_\text{eff}$ of the spin wave. Express your answer in terms of $J, S, a$ and fundamental constants.

For small $k$,

$$
\omega(k) \approx 2 J S\left[1-1+\frac{1}{2}(k a)^{2}\right]=J S a^{2} k^{2}
$$
The de Broglie relations are $E=\hbar \omega$ and $p=\hbar k$, plugging these into the expression for $\omega(k)$, we find

$$
E=\hbar \omega=\frac{J S a^{2}}{\hbar} p^{2} \equiv \frac{p^{2}}{2 m_{\mathrm{eff}}}
$$
where

$$
m_{\mathrm{eff}} \equiv \frac{\hbar}{2 J S a^{2}}
$$

Ответ: $$
m_{\mathrm{eff}} \equiv \frac{\hbar}{2 J S a^{2}}
$$
B5  1.30 Suppose that initially, all the spins in the chain are pointing along the $z$ direction. A neutron with low energy travels on the $x-y$ plane making an incident angle $\theta_{in}$ with the chain and scatters with an angle $\theta_{out}$ as shown in Figure B.3. Assuming the neutron excites a single low wave-vector spin wave, find the effective mass $m_\text{eff}$ of the spin wave, in terms of $\theta_\text{in}, \theta_\text{out}$ and the neutron mass $m_n$. Assume that the chain stays at rest.

In this inelastic scattering, energy and momentum for the entire system (including the chain) is conserved. In particular, the spin wave does not have a momentum along the $y$-axis. Therefore

$$
p_{\text {in }} \cos \theta_{\text {in }}=p_{\text {out }} \cos \theta_{\text {out }}
$$
Combining this with $E_{n}=p_{n}^{2} / 2 m_{n}$ valid for the neutron, we find

$$
E_{\text {out }}=\left(\frac{\cos \theta_{\text {in }}}{\cos \theta_{\text {out }}}\right)^{2} E_{\text {in }}
$$
Using energy conservation, the energy $E_{s}$ of the spin wave is $E_{s}=E_{\text {in }}-E_{\text {out }}$, so we get

$$
E_{s}=\frac{\cos ^{2} \theta_{\mathrm{out}}-\cos ^{2} \theta_{\mathrm{in}}}{\cos ^{2} \theta_{\mathrm{out}}} E_{\mathrm{in}}
$$
Conservation of momentum along the $x$-axis gives

$$
\begin{aligned}
p_{s} & =p_{\text {in }} \sin \theta_{\text {in }}-p_{\text {out }} \sin \theta_{\text {out }} \\
& =\sqrt{2 m_{n} E_{\text {in }}}\left(\sin \theta_{\text {in }}-\frac{\cos \theta_{\text {in }}}{\cos \theta_{\text {out }}} \sin \theta_{\text {out }}\right)
\end{aligned}
$$
Then from $m_{\text {eff }}=p_{s}^{2} / 2 E_{s}$, we find

$$
m_{\text {eff }}=\frac{\cos ^{2} \theta_{\text {out }}\left(\sin \theta_{\text {in }}-\frac{\cos \theta_{\text {in }}}{\cos \theta_{\text {out }}} \sin \theta_{\text {out }}\right)^{2}}{\cos ^{2} \theta_{\text {out }}-\cos ^{2} \theta_{\text {in }}} m_{n}
$$
which after simplifying gives

$$
m_{\mathrm{eff}}=\frac{\sin ^{2}\left(\theta_{\mathrm{in}}-\theta_{\mathrm{out}}\right)}{\cos ^{2} \theta_{\mathrm{out}}-\cos ^{2} \theta_{\mathrm{in}}} m_{n}=\frac{\sin \left(\theta_{\mathrm{in}}-\theta_{\mathrm{out}}\right)}{\sin \left(\theta_{\mathrm{in}}+\theta_{\mathrm{out}}\right)} m_{n}
$$

Ответ: $$
m_{\mathrm{eff}}=\frac{\sin ^{2}\left(\theta_{\mathrm{in}}-\theta_{\mathrm{out}}\right)}{\cos ^{2} \theta_{\mathrm{out}}-\cos ^{2} \theta_{\mathrm{in}}} m_{n}=\frac{\sin \left(\theta_{\mathrm{in}}-\theta_{\mathrm{out}}\right)}{\sin \left(\theta_{\mathrm{in}}+\theta_{\mathrm{out}}\right)} m_{n}
$$
C1  0.50 First assume that $\tilde{J}=0$. What is the ratio between the probability to find an arbitrary spin aligned to the magnetic field $p_\uparrow$ to being anti-aligned to the magnetic field $p_\downarrow$? Express $p_\uparrow/p_\downarrow$ in terms of $h$, $T$ and fundamental constants.

In a Boltzmann distribution, given the system's temperature $T$, the probability to find a system in a given state with energy $\varepsilon_{i}$ is

$$
p_{i} \propto \exp \left(-\frac{\varepsilon_{i}}{k_{B} T}\right)
$$
In this case, the probability to find a spin up state of energy $\varepsilon_{\uparrow}=-h s_{\uparrow}=-h$ is

$$
p_{\uparrow} \sim \mathrm{e}^{h / k_{B} T}
$$
Therefore,

$$
\frac{p_{\uparrow}}{p_{\downarrow}}=\frac{\mathrm{e}^{h / k_{B} T}}{\mathrm{e}^{-h / k_{B} T}}=\mathrm{e}^{2 h / k_{B} T}
$$
We also note that, normalization requires, $p_{\uparrow}+p_{\downarrow}=1$. Thus, a full solution for $p_{\uparrow}$ and $p_{\downarrow}$ is


\begin{align*}
& p_{\uparrow}=\frac{\mathrm{e}^{h / k_{B} T}}{\mathrm{e}^{h / k_{B} T}+\mathrm{e}^{-h / k_{B} T}}, \tag{1}\\
& p_{\downarrow}=\frac{\mathrm{e}^{-h / k_{B} T}}{\mathrm{e}^{h / k_{B} T}+\mathrm{e}^{-h / k_{B} T}} \tag{2}
\end{align*}

Ответ: $$
\frac{p_{\uparrow}}{p_{\downarrow}}=\frac{\mathrm{e}^{h / k_{B} T}}{\mathrm{e}^{-h / k_{B} T}}=\mathrm{e}^{2 h / k_{B} T}
$$
C2  1.00 Find the average polarisation of the system $\bar{s}\equiv\frac{1}{N} \sum_i s_i$ for $N\gg 1$ in terms of $h$, $T$ and fundamental constants. If the magnetic field $h$ can range from $-h_0$ to $h_0$, make a sketch of $\bar{s}$ as a function of $h$ for the cases $h_o\gg k_BT$, $h_o\approx k_BT$ and $h_o\ll k_BT$.

The average polarization of the system $\bar{s}$ can be written as

$$
\begin{aligned}
\bar{s} & =\frac{1}{N} \sum_{i} s_{i} \\
& =\frac{1}{N}\left[N p_{\uparrow} \cdot 1+N p_{\downarrow} \cdot(-1)\right] \\
& =p_{\uparrow}-p_{\downarrow}
\end{aligned}
$$
where $N p_{\uparrow}$ and $N p_{\downarrow}$ are the number of spin vectors pointing up and down, respectively. Substituting for probabilities, we find


\begin{equation*}
\bar{s}=\frac{\mathrm{e}^{h / k_{B} T}-\mathrm{e}^{-h / k_{B} T}}{\mathrm{e}^{h / k_{B} T}+\mathrm{e}^{-h / k_{B} T}}=\tanh \left(\frac{h}{k_{B} T}\right) \tag{3}
\end{equation*}



Ответ: \begin{equation*}
\bar{s}=\frac{\mathrm{e}^{h / k_{B} T}-\mathrm{e}^{-h / k_{B} T}}{\mathrm{e}^{h / k_{B} T}+\mathrm{e}^{-h / k_{B} T}}=\tanh \left(\frac{h}{k_{B} T}\right)
\end{equation*}

None

C3  0.20 What is the energy $E_g$ of the ground state (the lowest energy state)? Express your answer in terms of $\tilde{J}$ and $N$.

The energy of the system is minimized when all the spins are aligned, so


\begin{equation*}
E_{g}=-\tilde{J} \sum_{i} 1=-\tilde{J}(N-1) \approx-\tilde{J} N \tag{4}
\end{equation*}


where we used $N \gg 1$.

Ответ: \begin{equation*}
E_{g}\approx-\tilde{J} N
\end{equation*}
C4  0.20 Approximate the energy of the system as a sum over all spins
$$E=-\tilde{J}_{\text{eff}} \sum_i s_i$$and express $\tilde{J}_{\text{eff}}$ in terms of $\tilde{J}$ and $\bar{s}$.

$$
E=-\tilde{J} \sum_{i} s_{i} s_{i+1}=-\tilde{J} \sum_{i} s_{i} \bar{s}=-\tilde{J}_{\mathrm{eff}} \sum_{i} s_{i}
$$
where we define $\tilde{J}_{\text {eff }}=\tilde{J} \bar{s}$. Using $2 \bar{s}$ is double counting the energy.

Ответ: \[\tilde{J}_{\text {eff }}=\tilde{J} \bar{s}\]

None

C5  1.20 Using your result from C.2, find an equation that the average polarisation $\bar{s}$ must satisfy. The number of solutions to this equation depends on $T$. Find the critical temperature $T_c$ at which the number of solutions changes. Express your answer in terms of $\tilde{J}$ and fundamental constants.

By looking at the earlier equation given in part C4, and comparing it to what we had earlier in C2, we find that the average polarization $\bar{s}$ should satisfy the following transcendental equation: $$ \bar{s}=\tanh \left(\frac{\tilde{J}_{\mathrm{eff}}}{k_{B} T}\right)=\tanh \left(\frac{\tilde{J} \bar{s}}{k_{B} T}\right) $$ With the help of the plots we did earlier in C2, one can see that for $\tilde{J} \ll k_{B} T$, there exists only one simple solution, $\bar{s}=0$. Where as for $\tilde{J} \gg k_{B} T$, there exist two non-trivial solutions. As clarified by the figure below, this crossing behavior occurs when the tangent line for $\tanh \left(\tilde{J} \bar{s} / k_{B} T\right)$ at $\bar{s}=0$ equals the slope of $\bar{s}$: $$ \begin{aligned} \left.\frac{d}{d \bar{s}} \tanh \left(\frac{\tilde{J} \bar{s}}{k_{B} T_{c}}\right)\right|_{\bar{s}=0} & =\left.\frac{d}{d \bar{s}} \bar{s}\right|_{\bar{s}=0} \\ \left.\implies\frac{\tilde{J}}{k_{B} T_{c}} \frac{1}{\cosh ^{2}\left(\tilde{J} \bar{s} / k_{B} T_{c}\right)}\right|_{\bar{s}=0} & =1 \\ \implies\frac{\tilde{J}}{k_{B} T_{c}} & =1, \end{aligned} $$ leading to $T_{c}=\tilde{J} / k_{B}$.

Ответ: \[\bar{s}=\tanh \left(\frac{\tilde{J} \bar{s}}{k_{B} T}\right),\quad T_{c}=\tilde{J} / k_{B}\]
C6  1.00 Find all possible values of $\bar{s}$ when $T<T_c$ and $T_c-T\ll T_c$. Express your answers in terms of $T$ and $T_c$. Sketch all possible values of $\bar{s}$ for temperatures $T$ in the range $0\leq T\leq 2 T_c$.

Near the critical temperature, the average polarization is small. Thus, we can approximate the transcendental equation as $$ \bar{s}=\tanh \left(\frac{T_{c}}{T} \bar{s}\right) \approx \frac{T_{c}}{T} \bar{s}-\frac{1}{3}\left(\frac{T_{c}}{T} \bar{s}\right)^{3} $$ We see that $\bar{s}=0$ is still a solution. After rearranging for $\bar{s} \neq 0$, we get $$ \begin{aligned} \bar{s} & = \pm \sqrt{3\left[\left(\frac{T}{T_{c}}\right)^{2}-\left(\frac{T}{T_{c}}\right)^{3}\right]} \\ & = \pm \sqrt{3\left(\frac{T}{T_{c}}\right)^{2}\left(1-\frac{T}{T_{c}}\right)} \\ & \approx \pm \sqrt{3 \frac{T_{c}-T}{T_{c}}} \end{aligned} $$ where we have used $\left(T / T_{c}\right)^{2} \approx 1$.

Ответ: \[\bar{s} =0,~ \pm \sqrt{3 \frac{T_{c}-T}{T_{c}}}\]

None

C7  0.20 What magnetic phase of matter does $T>T_c$ correspond to? How about when $T<T_c$? Choose between paramagnetic or ferromagnetic.

In the absence of magnetic fields, when $T > T_{c}$, there is only one solution at $\bar{s}=0$, which means that the system cannot maintain a net polarization. However, applying a magnetic field leads to a net magnetization, which is a characteristic of paramagnets. On the other hand, when $T < T_{c}$, the system can support a net magnetization even in the absence of magnetic fields, which is the characteristic of ferromagnets.

Ответ: None