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CritPt / Challenge_33_main / Consider the Hamiltonian for three kinds of particles labeled by A, B, C:

Problem

Answer published by the source. Consult the official source to check your work against its answer.

code template

Code

def answer():
    r"""
    Return the value of a + 10b + 100c and s, and the kinds of particles that will form crystal state.

    Inputs
    ----------
    None

    Outputs
    ----------
    crystal_particles: set[str], the kinds of particles that will form crystal state when $r > r_o$; choose from {'A', 'B', 'C'}
    a_plus_10b_plus_100c: float, the value of a + 10b + 100c; $r_o$ scales with $v^a w^b z^c$
    s: float, the value of s; $r_o \geq 10^s$
    """

    # ------------------ FILL IN YOUR RESULTS BELOW ------------------
    crystal_particles = ...
    a_plus_10b_plus_100c = ...
    s = ...
    # ---------------------------------------------------------------

    return crystal_particles, a_plus_10b_plus_100c, s

problem description

# Problem setup: Consider the Hamiltonian for three kinds of particles labeled by AA, BB, CC: H=12i(vAiα+wBiβ+wCiβ)+i<jz|rAirAj|γ+i<jz|rBirBj|η+i<jz|rCirCj|ηi,jz2|rAirBj|ξ+d2i,jz4|rAirCj|2η+f3+i,jz|rCirBj|2η+g4. H = -\frac{1}{2} \sum_i \left( v\nabla_{A_i}^{\alpha} + w\nabla_{B_i}^{\beta} + w\nabla_{C_i}^{\beta} \right) + \sum_{i<j} \frac{z}{|\mathbf{r}_{A_i} - \mathbf{r}_{A_j}|^{\gamma}} + \sum_{i<j} \frac{z}{|\mathbf{r}_{B_i} - \mathbf{r}_{B_j}|^{\eta}} + \sum_{i<j} \frac{z}{|\mathbf{r}_{C_i} - \mathbf{r}_{C_j}|^{\eta}} - \sum_{i,j} \frac{z^2}{\sqrt{|\mathbf{r}_{A_i} - \mathbf{r}_{B_j}|^{\xi} + d^2}} - \sum_{i,j} \frac{z^4}{\sqrt{|\mathbf{r}_{A_i} - \mathbf{r}_{C_j}|^{2\eta} + f^3}} + \sum_{i,j} \frac{z}{\sqrt{|\mathbf{r}_{C_i} - \mathbf{r}_{B_j}|^{2\eta} + g^4}}. Here, vv and ww are kinetic coefficients; zz is the interaction strength; ff, gg and dd are particle layer separations; α\alpha and β\beta are dispersion powers; γ\gamma, η\eta and ξ\xi are interaction dimensions; and ii and jj are particle indices. Suppose \begin{cases} (\alpha + z^5 + \xi^{2.1})\ln (g+\alpha^2-3\eta) + \alpha^z \ln(\beta^3 - \xi^2 + \alpha\eta + 6^{\alpha-2}+1) = 0,\\[8pt] ((\log_{10} v)^2 - 2 \log_{10}z \log_{10} v + 5^2 -81)^{4} + 2^{d}\,g^4 = 0,\\[8pt] v^2(\ln z)^v (9^{\log_{10} (w/z)} -3^4)^v + \dfrac{\ln(1+f^2)}{f^3} = 0,\\[8pt] (0.25(\log_{10} z + 1)^3 + 3^2 +\ln e^3)^4+2^8)^8 + 1249e^{-d} = 0,\\[8pt] g^{3.5} + (\alpha + g + \log_{10}(v/w) - 3)^{10+v} = 0,\\[8pt] (w\,v - 10)^2\,g^6 + (2\xi - \alpha^{2+g})^2 = 0,\\[8pt] 3^{-\frac{z\,v^2}{w}} \dfrac{g \alpha}{\xi} + (\alpha\beta\eta - 2^{2+\alpha}+3\xi)^4 = 0.\\ \end{cases} Suppose that a phase transition appears when the average distance between particles is less than a critical value ror_o. # Main problem: Which kinds of particles will form a crystal state when r>ror > r_o? Suppose ror_o scales with vawbzcv^a w^b z^c and ro10sr_o \geq 10^s. Please compute a + 10b + 100c and s.
Plain-text mathematical notation (without MathML)
# Problem setup:

Consider the Hamiltonian for three kinds of particles labeled by A, B, C:

H=−(1)/(2)∑_(i)(v∇_(A_(i))^(α)+w∇_(B_(i))^(β)+w∇_(C_(i))^(β))+∑_(i<j)(z)/(|r_(A_(i))−r_(A_(j))|^(γ))+∑_(i<j)(z)/(|r_(B_(i))−r_(B_(j))|^(η))+∑_(i<j)(z)/(|r_(C_(i))−r_(C_(j))|^(η))−∑_(i,j)(z²)/(√(|r_(A_(i))−r_(B_(j))|^(ξ)+d²))−∑_(i,j)(z⁴)/(√(|r_(A_(i))−r_(C_(j))|^(2η)+f³))+∑_(i,j)(z)/(√(|r_(C_(i))−r_(B_(j))|^(2η)+g⁴)).

Here, v and w are kinetic coefficients; z is the interaction strength; f, g and d are particle layer separations; α and β are dispersion powers; γ, η and ξ are interaction dimensions; and i and j are particle indices.

Suppose

\begin{cases}
(\alpha + z^5 + \xi^{2.1})\ln (g+\alpha^2-3\eta) + \alpha^z \ln(\beta^3 - \xi^2 + \alpha\eta + 6^{\alpha-2}+1) = 0,\\[8pt]
((\log_{10} v)^2 - 2 \log_{10}z \log_{10} v + 5^2 -81)^{4} + 2^{d}\,g^4 = 0,\\[8pt]
v^2(\ln z)^v (9^{\log_{10} (w/z)} -3^4)^v + \dfrac{\ln(1+f^2)}{f^3} = 0,\\[8pt]
(0.25(\log_{10} z + 1)^3 + 3^2 +\ln e^3)^4+2^8)^8 + 1249e^{-d} = 0,\\[8pt]
g^{3.5} + (\alpha + g + \log_{10}(v/w) - 3)^{10+v} = 0,\\[8pt]
(w\,v - 10)^2\,g^6 + (2\xi - \alpha^{2+g})^2 = 0,\\[8pt]
3^{-\frac{z\,v^2}{w}} \dfrac{g \alpha}{\xi} + (\alpha\beta\eta - 2^{2+\alpha}+3\xi)^4 = 0.\\
\end{cases}


Suppose that a phase transition appears when the average distance between particles is less than
a critical value r_(o).

# Main problem:

Which kinds of particles will form a crystal state when r>r_(o)? Suppose r_(o) scales with v^(a)w^(b)z^(c) and r_(o)≥10^(s). Please compute a + 10b + 100c and s.
Original LaTeX notation
# Problem setup:

Consider the Hamiltonian for three kinds of particles labeled by $A$, $B$, $C$:

$
H = -\frac{1}{2} \sum_i \left( v\nabla_{A_i}^{\alpha} + w\nabla_{B_i}^{\beta} + w\nabla_{C_i}^{\beta} \right)
+ \sum_{i<j} \frac{z}{|\mathbf{r}_{A_i} - \mathbf{r}_{A_j}|^{\gamma}}
+ \sum_{i<j} \frac{z}{|\mathbf{r}_{B_i} - \mathbf{r}_{B_j}|^{\eta}}
+ \sum_{i<j} \frac{z}{|\mathbf{r}_{C_i} - \mathbf{r}_{C_j}|^{\eta}}
- \sum_{i,j} \frac{z^2}{\sqrt{|\mathbf{r}_{A_i} - \mathbf{r}_{B_j}|^{\xi} + d^2}}
- \sum_{i,j} \frac{z^4}{\sqrt{|\mathbf{r}_{A_i} - \mathbf{r}_{C_j}|^{2\eta} + f^3}}
+ \sum_{i,j} \frac{z}{\sqrt{|\mathbf{r}_{C_i} - \mathbf{r}_{B_j}|^{2\eta} + g^4}}.
$

Here, $v$ and $w$ are kinetic coefficients; $z$ is the interaction strength; $f$, $g$ and $d$ are particle layer separations; $\alpha$ and $\beta$ are dispersion powers; $\gamma$, $\eta$ and $\xi$ are interaction dimensions; and $i$ and $j$ are particle indices.

Suppose

\begin{cases}
(\alpha + z^5 + \xi^{2.1})\ln (g+\alpha^2-3\eta) + \alpha^z \ln(\beta^3 - \xi^2 + \alpha\eta + 6^{\alpha-2}+1) = 0,\\[8pt]
((\log_{10} v)^2 - 2 \log_{10}z \log_{10} v + 5^2 -81)^{4} + 2^{d}\,g^4 = 0,\\[8pt]
v^2(\ln z)^v (9^{\log_{10} (w/z)} -3^4)^v + \dfrac{\ln(1+f^2)}{f^3} = 0,\\[8pt]
(0.25(\log_{10} z + 1)^3 + 3^2 +\ln e^3)^4+2^8)^8 + 1249e^{-d} = 0,\\[8pt]
g^{3.5} + (\alpha + g + \log_{10}(v/w) - 3)^{10+v} = 0,\\[8pt]
(w\,v - 10)^2\,g^6 + (2\xi - \alpha^{2+g})^2 = 0,\\[8pt]
3^{-\frac{z\,v^2}{w}} \dfrac{g \alpha}{\xi} + (\alpha\beta\eta - 2^{2+\alpha}+3\xi)^4 = 0.\\
\end{cases}


Suppose that a phase transition appears when the average distance between particles is less than
a critical value $r_o$.

# Main problem:

Which kinds of particles will form a crystal state when $r > r_o$? Suppose $r_o$ scales with $v^a w^b z^c$ and $r_o \geq 10^s$. Please compute a + 10b + 100c and s.

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