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ReCo.jl/src/Shape.jl

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module Shape
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export center_of_mass,
gyration_tensor_eigvals_ratio, gyration_tensor_eigvecs, elliptical_distance
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using StaticArrays: SVector, SMatrix
using LinearAlgebra: LinearAlgebra as LA
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using ..ReCo: ReCo, Particle
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function project_to_unit_circle(x::Real, half_box_len::Real)
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θ = (x + half_box_len) * π / half_box_len
si, co = sincos(θ)
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return SVector(co, si)
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end
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function project_back_from_unit_circle(θ::Real, half_box_len::Real)
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x = θ * half_box_len / π - half_box_len
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return ReCo.restrict_coordinate(x, half_box_len)
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end
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function center_of_mass_from_proj_sums(
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x_proj_sum::SVector{2,<:Real}, y_proj_sum::SVector{2,<:Real}, half_box_len::Real
)
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# Prevent for example atan(1e-16, 1e-15) != 0 with rounding
digits = 5
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# No need for 1/n_particles with atan
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# If proj is (0, 0) then COM is 0 or L or -L. Here, 0 is chosen with θ = π
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if round(x_proj_sum[1]; digits=digits) == round(x_proj_sum[2]; digits=digits) == 0
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x_θ = π
else
x_θ = atan(x_proj_sum[2], x_proj_sum[1])
end
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if round(y_proj_sum[1]; digits=digits) == round(y_proj_sum[2]; digits=digits) == 0
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y_θ = π
else
y_θ = atan(y_proj_sum[2], y_proj_sum[1])
end
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COM_x = project_back_from_unit_circle(x_θ, half_box_len)
COM_y = project_back_from_unit_circle(y_θ, half_box_len)
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return SVector(COM_x, COM_y)
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end
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function center_of_mass(centers::AbstractVector{<:SVector{2,<:Real}}, half_box_len::Real)
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x_proj_sum = SVector(0.0, 0.0)
y_proj_sum = SVector(0.0, 0.0)
for c in centers
x_proj_sum += project_to_unit_circle(c[1], half_box_len)
y_proj_sum += project_to_unit_circle(c[2], half_box_len)
end
return center_of_mass_from_proj_sums(x_proj_sum, y_proj_sum, half_box_len)
end
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function center_of_mass(particles::AbstractVector{Particle}, half_box_len::Real)
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x_proj_sum = SVector(0.0, 0.0)
y_proj_sum = SVector(0.0, 0.0)
for p in particles
x_proj_sum += project_to_unit_circle(p.c[1], half_box_len)
y_proj_sum += project_to_unit_circle(p.c[2], half_box_len)
end
return center_of_mass_from_proj_sums(x_proj_sum, y_proj_sum, half_box_len)
end
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function gyration_tensor(
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particles::AbstractVector{Particle}, half_box_len::Real, COM::SVector{2,<:Real}
)
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S11 = 0.0
S12 = 0.0
S22 = 0.0
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for p in particles
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shifted_c = ReCo.restrict_coordinates(p.c - COM, half_box_len)
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S11 += shifted_c[1]^2
S12 += shifted_c[1] * shifted_c[2]
S22 += shifted_c[2]^2
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end
return LA.Hermitian(SMatrix{2,2}(S11, S12, S12, S22))
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end
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function gyration_tensor(
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centers::AbstractVector{<:SVector{2,<:Real}}, half_box_len::Real, COM::SVector{2,<:Real}
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)
S11 = 0.0
S12 = 0.0
S22 = 0.0
for c in centers
shifted_c = ReCo.restrict_coordinates(c - COM, half_box_len)
S11 += shifted_c[1]^2
S12 += shifted_c[1] * shifted_c[2]
S22 += shifted_c[2]^2
end
return LA.Hermitian(SMatrix{2,2}(S11, S12, S12, S22))
end
function gyration_tensor(
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particles_or_centers::Union{
AbstractVector{Particle},AbstractVector{<:SVector{2,<:Real}}
},
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half_box_len::Real,
)
COM = center_of_mass(particles_or_centers, half_box_len)
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return gyration_tensor(particles_or_centers, half_box_len, COM)
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end
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function eigvals_ratio(matrix)
ev = LA.eigvals(matrix) # Eigenvalues are sorted
return abs(ev[1] / ev[2])
end
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function gyration_tensor_eigvals_ratio(
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particles_or_centers::Union{
AbstractVector{Particle},AbstractVector{<:SVector{2,<:Real}}
},
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half_box_len::Real,
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)
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g_tensor = gyration_tensor(particles_or_centers, half_box_len)
return eigvals_ratio(g_tensor)
end
function gyration_tensor_eigvals_ratio(
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particles_or_centers::Union{
AbstractVector{Particle},AbstractVector{<:SVector{2,<:Real}}
},
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half_box_len::Real,
COM::SVector{2,<:Real},
)
g_tensor = gyration_tensor(particles_or_centers, half_box_len, COM)
return eigvals_ratio(g_tensor)
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end
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function gyration_tensor_eigvecs(
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particles::AbstractVector{Particle}, half_box_len::Real, COM::SVector{2,<:Real}
)
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g_tensor = gyration_tensor(particles, half_box_len, COM)
eig_vecs = LA.eigvecs(g_tensor)
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v1 = eig_vecs[:, 1]
v2 = eig_vecs[:, 2]
return (v1, v2)
end
function elliptical_distance(
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v::SVector{2,<:Real},
COM::SVector{2,<:Real},
gyration_tensor_eigvec_to_smaller_eigval::SVector{2,<:Real},
gyration_tensor_eigvec_to_bigger_eigval::SVector{2,<:Real},
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elliptical_b_a_ratio::Real,
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half_box_len::Real,
)
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v = ReCo.restrict_coordinates(v - COM, half_box_len)
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x = LA.dot(v, gyration_tensor_eigvec_to_bigger_eigval)
y = LA.dot(v, gyration_tensor_eigvec_to_smaller_eigval)
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return sqrt(x^2 + (y / elliptical_b_a_ratio)^2)
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end
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end # module