diff --git a/mkdocs.yml b/mkdocs.yml index 9dbc26491ac6e18c26ac347f562495c03abc3816..45067d74491de0451246698c3f722293126cb1e9 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -38,15 +38,14 @@ nav: # - Sommerfeld model: '4_sommerfeld_model_solutions.md' # - LCAO model: '5_atoms_and_lcao_solutions.md' # - Bonds and spectra: '6_bonds_and_spectra_solutions.md' - - Tight-binding model: '7_tight_binding_sol.md' - - Many atoms per unit cell: '8_many_atoms_sol.md' + - Tight-binding model: '7_tight_binding_solutions.md' + - Many atoms per unit cell: '8_many_atoms_solutions.md' # - Crystal structure: '9_crystal_structure_solutions.md' # - X-ray diffraction: '10_xray_solutions.md' # - Nearly free electron model: '11_nearly_free_electron_model_solutions.md' # - Band structures in 2D: '12_band_structures_in_higher_dimensions_solutions.md' # - Basic principles: '13_semiconductors_solutions.md' # - Doping and devices: '14_doping_and_devices_solutions.md' ->>>>>>> mkdocs.yml theme: name: material diff --git a/src/7_tight_binding_model_sol.md b/src/7_tight_binding_model_solutions.md similarity index 100% rename from src/7_tight_binding_model_sol.md rename to src/7_tight_binding_model_solutions.md diff --git a/src/8_many_atoms_sol.md b/src/8_many_atoms_solutions.md similarity index 100% rename from src/8_many_atoms_sol.md rename to src/8_many_atoms_solutions.md diff --git a/src/solutions/1_einstein_model_sol.md b/src/solutions/1_einstein_model_sol.md deleted file mode 100644 index e549897bb1d42ae94f5f78f50291e53f77ca9881..0000000000000000000000000000000000000000 --- a/src/solutions/1_einstein_model_sol.md +++ /dev/null @@ -1,85 +0,0 @@ -# Solutions for lecture 1 exercises - -### Exercise 1: Heat capacity of a classical oscillator. - -1. - -$$ -Z = \int_{-\infty}^{\infty}dp \int_{-\infty}^{\infty} dx e^{-\frac{\beta}{2m}p^2-\frac{\beta k}{2}x^2} = \sqrt{\frac{2\pi m}{\beta}}\sqrt{\frac{2\pi}{\beta k}} = \frac{2\pi}{\beta}\sqrt{\frac{m}{k}}, -$$ - -where we used $\int_{-\infty}^{\infty}e^{-\alpha x^2} = \sqrt{\frac{\pi}{\alpha}}$. - -2. - -$$ -\langle E \rangle = -\frac{1}{Z}\frac{\partial Z}{\partial \beta} = \frac{1}{\beta} -$$ - -3. - -$$ -C = \frac{\partial\langle E\rangle}{\partial T} = k_B -$$ - -4. - -Since this is a 1D system, the prefactor is $1$ as expected. - -### Exercise 2: Quantum harmonic oscillator. - -1. - -Take a look into the graph from the notes. - -2. - -$$ -Z = \sum_{n = 0}^{\infty} e^{-\beta\hbar\omega(n + 1/2)} = e^{-\beta\hbar\omega/2}\frac{1}{1 - e^{-\beta\hbar\omega}} = \frac{1}{2\sinh(\beta\hbar\omega/2)}, -$$ - -where we used $\sum_{n = 0}^{\infty}r^n = \frac{1}{1 - r}$. - -3. - -$$ -\langle E\rangle = -\frac{1}{Z}\frac{\partial Z}{\partial\beta} = \frac{\hbar\omega}{2}\coth\frac{\beta\hbar\omega}{2} = \hbar\omega\left(\frac{1}{e^{\beta\hbar\omega} - 1} + \frac{1}{2}\right) = \hbar\omega\left(n_B(\beta\hbar\omega) + \frac{1}{2}\right). -$$ - -4. - -$$ -C = \frac{\partial \langle E\rangle}{\partial T} = \frac{\partial\langle E\rangle}{\partial\beta}\frac{\partial\beta}{\partial T} = k_B(\beta\hbar\omega)^2\frac{e^{\beta\hbar\omega}}{(e^{\beta\hbar\omega} - 1)^2}. -$$ - -In the high temperature limit $\beta \rightarrow 0$ and $e^{\beta\hbar\omega} \approx 1 + \beta\hbar\omega$, so $C \rightarrow k_B$ which is the same result as in Exercise 1.1. - -5. - -We can see that for $\beta\hbar\omega = 1$ we already have $C \approx 0.92k_B$, so we can define a characteristic temperature $T_E = \hbar\omega/k_B$ such that temperatures above this one can be considered high. - -6. - -$$ -\langle n\rangle = \frac{1}{Z}\sum_{n = 0}^{\infty} ne^{-\beta\hbar\omega(n + 1/2)} = 2\frac{e^{\beta\hbar\omega/2} - e^{-\beta\hbar\omega/2}}{2}e^{-\beta\hbar\omega/2}\frac{e^{-\beta\hbar\omega}}{(1 - e^{-\beta\hbar\omega})^2} = \frac{1}{e^{\beta\hbar\omega} - 1}, -$$ - -where we used $\sum_{n = 0}^{\infty}nr^n = \frac{r}{(1 - r)^2}$. - -### Exercise 3: Total heat capacity of a diatomic material. - -1. - -Use the formula $\omega = \sqrt{\frac{k}{m}}$. - -2. - -$E = N_{^6Li}\hbar\omega_{^6Li}(2 + 1/2)+N_{^7Li}\hbar\omega_{^7Li}(4 + 1/2)$. - -3. - -$E = N_{^6Li}\hbar\omega_{^6Li}\left(n_B(\beta\hbar\omega_{^6Li}) + \frac{1}{2}\right) + N_{^7Li}\hbar\omega_{^7Li}\left(n_B(\beta\hbar\omega_{^7Li}) + \frac{1}{2}\right)$. - -4. - -$C = \frac{N_{^6Li}}{N}C_{^6Li} + \frac{N_{^7Li}}{N}C_{^7Li}$ where the heat capacities are calculated with the formula from Excercise 2.4. diff --git a/src/solutions/2_debye_model_sol.md b/src/solutions/2_debye_model_sol.md deleted file mode 100644 index cd3d7a123944d2bb57945dce8279c4ee4032ef99..0000000000000000000000000000000000000000 --- a/src/solutions/2_debye_model_sol.md +++ /dev/null @@ -1,86 +0,0 @@ ---- -jupyter: - jupytext: - text_representation: - extension: .md - format_name: markdown - format_version: '1.0' - jupytext_version: 1.0.2 ---- - -# Solutions for lecture 2 exercises - -### Exercise 1: Debye model: concepts. - -1, 2, 3. - -Look at the lecture notes. - -4. - -$$ -g(\omega) = \frac{dN}{d\omega} = \frac{dN}{dk}\frac{dk}{d\omega} = \frac{1}{v}\frac{dN}{dk}. -$$ - -We assume that in $d$ dimensions there are $d$ polarizations. - -For 1D we have that $N = \frac{L}{2\pi}\int dk$, hence $g(\omega) = \frac{L}{2\pi v}$. - -For 2D we have that $N = 2\left(\frac{L}{2\pi}\right)^2\int d^2k = 2\left(\frac{L}{2\pi}\right)^2\int 2\pi kdk$, hence $g(\omega) = \frac{L^2\omega}{\pi v^2}$. - -For 3D we have that $N = 3\left(\frac{L}{2\pi}\right)^3\int d^3k = 3\left(\frac{L}{2\pi}\right)^3\int 4\pi kdk$, hence $g(\omega) = \frac{3L^3\omega^2}{2\pi^2v^3}$. - -### Exercise 2: Debye model in 2D. - -1. - -Look at the lecture notes. - -2. - -$$ -E = \int_{0}^{\omega_D}g(\omega)\hbar\omega\left(\frac{1}{e^{\beta\hbar\omega} - 1} + \frac{1}{2}\right)d\omega = \frac{L^2}{\pi v^2\hbar^2\beta^3}\int_{0}^{\beta\hbar\omega_D}\frac{x^2}{e^{x} - 1}dx + T \text{ independent constant}. -$$ - -3. - -High temperature implies $\beta \rightarrow 0$, hence $E = \frac{L^2}{\pi v^2\hbar^2\beta^3}\frac{(\beta\hbar\omega_D)^2}{2} + T \text{ independent constant}$, and then $C = \frac{k_BL^2\omega^2_D}{2\pi v^2} = 2Nk_B$. We've used the value for $\omega_D$ calculated from $2N = \int_{0}^{\omega_D}g(\omega)d\omega$. - -4. - -In the low temperature limit we have that $\beta \rightarrow \infty$, hence $E \approx \frac{L^2}{\pi v^2\hbar^2\beta^3}\int_{0}^{\infty}\frac{x^2}{e^{x} - 1}dx + T \text{ independent constant} = \frac{2\zeta(3)L^2}{\pi v^2\hbar^2\beta^3} + T \text{ independent constant}$. Finally $C = \frac{6\zeta(3)k^3_BL^2}{\pi v^2\hbar^2}T^2$. We used the fact that $\int_{0}^{\infty}\frac{x^2}{e^{x} - 1}dx = 2\zeta(3)$ where $\zeta$ is the Riemann zeta function. - - -### Exercise 3: Different phonon modes. - -1. - -$$ -g(\omega) = \sum_{\text{polarizations}}\frac{dN}{dk}\frac{dk}{d\omega} = \left(\frac{L}{2\pi}\right)^3\sum_{\text{polarizations}}4\pi k^2\frac{dk}{d\omega} = \frac{L^3}{2\pi^2}\left(\frac{2}{v_\perp^3} + \frac{1}{v_\parallel^3}\right)\omega^2 -$$ - -$$ -E = \int_{0}^{\omega_D}g(\omega)\hbar\omega\left(\frac{1}{e^{\beta\hbar\omega} - 1} + \frac{1}{2}\right)d\omega = \frac{L^3}{2\pi^2\hbar^3\beta^4}\left(\frac{2}{v_\perp^3} + \frac{1}{v_\parallel^3}\right)\int_{0}^{\beta\hbar\omega_D}\frac{x^3}{e^{x} - 1}dx + T \text{ independent constant}. -$$ - -2. - -Note that we can get $\omega_D$ from $3N = \int_{0}^{\omega_D}g(\omega)$ so everything cancels as usual and we are left with the Dulong-Petit law $C = 3Nk_B$. - -3. - -In the low temperature limit we have that $C \sim \frac{2\pi^2k_B^4L^3}{15\hbar^3}\left(\frac{2}{v_\perp^3} + \frac{1}{v_\parallel^3}\right)T^3$. We used that $\int_{0}^{\infty}\frac{x^3}{e^{x} - 1}dx = \frac{\pi^4}{15}$. - -### Exercise 4: Anisotropic sound velocities. - -$$ -E = 3\left(\frac{L}{2\pi}\right)^3\int d^3k\hbar\omega(\mathbf{k})\left(n_B(\beta\hbar\omega(\mathbf{k})) + \frac{1}{2}\right) = 3\left(\frac{L}{2\pi}\right)^3\frac{1}{v_xv_yv_z}\int d^3\kappa\frac{\hbar\kappa}{e^{\beta\hbar\kappa} - 1} + T \text{ independent part}, -$$ - -where we used the substitutions $\kappa_x = k_xv_x,\kappa_y = k_yv_y, \kappa_z = k_zv_z$. Finally - -$$ -E = \frac{3\hbar L^3}{2\pi^2}\frac{1}{v_xv_yv_z}\int_0^{\kappa_D} d\kappa\frac{\kappa^3}{e^{\beta\hbar\kappa} - 1} + T \text{ independent part} = \frac{3L^3}{2\pi^2\hbar^3\beta^4}\frac{1}{v_xv_yv_z}\int_0^{\beta\hbar\kappa_D} dx\frac{x^3}{e^{x} - 1} + T \text{ independent part}, -$$ - -hence $C = \frac{\partial E}{\partial T} = \frac{6k_B^4L^3T^3}{\pi^2\hbar^3}\frac{1}{v_xv_yv_z}\int_0^{\beta\hbar\kappa_D} dx\frac{x^3}{e^{x} - 1}$. We see that the result is similar to the one with the linear dispersion, the only difference is the factor $1/v_xv_yv_y$ instead of $1/v^3$. diff --git a/src/solutions/7_Tight-binding_model_sol.md b/src/solutions/7_Tight-binding_model_sol.md deleted file mode 100644 index 14eeeffa7ca03ef85c7db0f9ac818a97c6569721..0000000000000000000000000000000000000000 --- a/src/solutions/7_Tight-binding_model_sol.md +++ /dev/null @@ -1,7 +0,0 @@ -# Solutions for lecture 7 exercises - -### Exercise 1: Lattice vibrations - -1. -Hint: Normal modes have the same function as $$\mathbf{e}_1,\mathbf{e}_2,\mathbf{e}_3$$ in $$\mathbb{R}$$. -Hint: The lectures concerns atom vibrations