diff --git a/notebooks/Direct_Light_from_Muon.jl b/notebooks/Direct_Light_from_Muon.jl
index 0aa887542f2d86c7c34405b2a786c4c42621acda..36dcb2cdd66da03adab71413c1466eb739b28e7e 100644
--- a/notebooks/Direct_Light_from_Muon.jl
+++ b/notebooks/Direct_Light_from_Muon.jl
@@ -6,56 +6,71 @@ using InteractiveUtils
 
 # ╔═╡ 6f448138-0b23-11ef-1b83-859c53214856
 begin
-	using CairoMakie
-	using LumenManufaktur
+    using CairoMakie
+    using LumenManufaktur
 end
 
 # ╔═╡ 7292e824-7de9-4d1f-ab2d-895f6fadfd88
 pkgversion(LumenManufaktur)
 
 # ╔═╡ 2a28e349-c9a1-4fb1-a06b-b1b616c20597
-directlightfrommuon(LMParameters(), LumenManufaktur.KM3NeTPMT, 5.23, π, π/2)
+directlightfrommuon(LMParameters(), LumenManufaktur.KM3NeTPMT, 5.23, π, π / 2)
 
 # ╔═╡ aa28dd35-653e-4433-b0af-4d6050696bc2
-directlightfrommuon(LMParameters(), LumenManufaktur.KM3NeTPMT, 1.15, π/1.5, π/2, 0.01)
+directlightfrommuon(LMParameters(), LumenManufaktur.KM3NeTPMT, 1.15, π / 1.5, π / 2, 0.01)
 
 # ╔═╡ c89f6755-8dfe-4f8e-a640-d5f52b21c9b6
 let
-	fig = Figure(size = (600, 400));
-	ax = Axis(
-		fig[1, 1],
-		xlabel = "distance between muon and PMT / m",
-		ylabel = "npe",
-		xgridstyle = :dash, 
-		ygridstyle = :dash
-	)
-	Rs = range(1, 10, 1000)
-	params = LMParameters(dispersion_model=BaileyDispersion(240))
-	pmt = LumenManufaktur.KM3NeTPMT
-	lines!(ax, Rs, [directlightfrommuon(params, pmt, R, π, π/2) for R in Rs], label="θ = π")
-	lines!(ax, Rs, [directlightfrommuon(params, pmt, R, π/2, π/2) for R in Rs], label="θ = π/2")
-	axislegend(; position = :rt)
-	fig
+    fig = Figure(size = (600, 400))
+    ax = Axis(
+        fig[1, 1],
+        xlabel = "distance between muon and PMT / m",
+        ylabel = "npe",
+        xgridstyle = :dash,
+        ygridstyle = :dash,
+    )
+    Rs = range(1, 10, 1000)
+    params = LMParameters(dispersion_model = BaileyDispersion(240))
+    pmt = LumenManufaktur.KM3NeTPMT
+    lines!(
+        ax,
+        Rs,
+        [directlightfrommuon(params, pmt, R, π, π / 2) for R in Rs],
+        label = "θ = π",
+    )
+    lines!(
+        ax,
+        Rs,
+        [directlightfrommuon(params, pmt, R, π / 2, π / 2) for R in Rs],
+        label = "θ = π/2",
+    )
+    axislegend(; position = :rt)
+    fig
 end
 
 # ╔═╡ b6bd1af8-f5af-4536-b903-f894f4bee50f
 let
-	fig = Figure(size = (600, 400));
-	ax = Axis(
-		fig[1, 1],
-		xlabel = "PMT zenith angle [rad]",
-		ylabel = "npe",
-		xgridstyle = :dash, 
-		ygridstyle = :dash
-	)
-	θs = range(-π, π, 1000)
-	params = LMParameters(dispersion_model=BaileyDispersion(240))
-	pmt = LumenManufaktur.KM3NeTPMT
-	for R in 2:10
-		lines!(ax, θs, [directlightfrommuon(params, pmt, R, θ, π/2) for θ in θs], label="R = $R m")
-	end
-	axislegend(; position = :ct)
-	fig
+    fig = Figure(size = (600, 400))
+    ax = Axis(
+        fig[1, 1],
+        xlabel = "PMT zenith angle [rad]",
+        ylabel = "npe",
+        xgridstyle = :dash,
+        ygridstyle = :dash,
+    )
+    θs = range(-π, π, 1000)
+    params = LMParameters(dispersion_model = BaileyDispersion(240))
+    pmt = LumenManufaktur.KM3NeTPMT
+    for R = 2:10
+        lines!(
+            ax,
+            θs,
+            [directlightfrommuon(params, pmt, R, θ, π / 2) for θ in θs],
+            label = "R = $R m",
+        )
+    end
+    axislegend(; position = :ct)
+    fig
 end
 
 # ╔═╡ a3027c77-7f9f-4309-bca2-7a6288eba83a
@@ -68,27 +83,23 @@ LumenManufaktur.Kopelevich()
 LumenManufaktur.KM3NeTPMT
 
 # ╔═╡ a196cb83-6423-4360-b335-0c2fa55183b5
-ANTARESPMT = LumenManufaktur.PMTModel(
-	440e-4,
-	λ -> rand()*20,
-	λ -> rand(),
-)
+ANTARESPMT = LumenManufaktur.PMTModel(440e-4, λ -> rand() * 20, λ -> rand())
 
 # ╔═╡ 4d6f0b13-98ea-407a-b23d-23ac47df4a3e
 let
-	fig = Figure(size = (600, 400));
-	ax = Axis(
-		fig[1, 1],
-		xlabel = "distance between muon and PMT / m",
-		ylabel = "npe",
-		xgridstyle = :dash, 
-		ygridstyle = :dash
-	)
-	Rs = range(1, 10, 1000)
-	params = LMParameters(dispersion_model=BaileyDispersion(240))
-	pmt = LumenManufaktur.KM3NeTPMT
-	lines!(ax, Rs, [directlightfrommuon(params, ANTARESPMT, R, π, π/2) for R in Rs])
-	fig
+    fig = Figure(size = (600, 400))
+    ax = Axis(
+        fig[1, 1],
+        xlabel = "distance between muon and PMT / m",
+        ylabel = "npe",
+        xgridstyle = :dash,
+        ygridstyle = :dash,
+    )
+    Rs = range(1, 10, 1000)
+    params = LMParameters(dispersion_model = BaileyDispersion(240))
+    pmt = LumenManufaktur.KM3NeTPMT
+    lines!(ax, Rs, [directlightfrommuon(params, ANTARESPMT, R, π, π / 2) for R in Rs])
+    fig
 end
 
 # ╔═╡ 00000000-0000-0000-0000-000000000001
diff --git a/src/dispersion.jl b/src/dispersion.jl
index df420babc44ac8f43db0eb811dab5463228b98ea..9aed02b498348627b1ccdd66b02f785433f32857 100644
--- a/src/dispersion.jl
+++ b/src/dispersion.jl
@@ -34,23 +34,23 @@ end
 @inline function refractionindexgroup(dp::BaileyDispersion, λ)
     n = refractionindexphase(dp, λ)
     y = dispersionphase(dp, λ)
-    n / (1.0 + y*λ/n)
+    n / (1.0 + y * λ / n)
 end
 
 @inline function dispersionphase(dp::BaileyDispersion, λ)
     x = 1.0 / λ
-    -(x^2)*(dp.a2 + x*(2.0*dp.a3 + x*3.0*dp.a4))
+    -(x^2) * (dp.a2 + x * (2.0 * dp.a3 + x * 3.0 * dp.a4))
 end
 
 @inline function dispersiongroup(dp::BaileyDispersion, λ)
     x = 1.0 / λ
 
-    n   = refractionindexphase(dp, λ)
-    np  = dispersionphase(dp, λ)
-    npp = x^3*(2.0*dp.a2 + x*(6.0*dp.a3 + x*12.0*dp.a4))
-    ng  = n / (1.0 + np*λ/n)
+    n = refractionindexphase(dp, λ)
+    np = dispersionphase(dp, λ)
+    npp = x^3 * (2.0 * dp.a2 + x * (6.0 * dp.a3 + x * 12.0 * dp.a4))
+    ng = n / (1.0 + np * λ / n)
 
-    ng^2 * (2*np^2 - n*npp) * λ / (n^3);
+    ng^2 * (2 * np^2 - n * npp) * λ / (n^3)
 end
 
 """
@@ -71,9 +71,9 @@ function wavelength(dp::BaileyDispersion, n, w, eps)
     v = w
 
     while true
-      y = refractionindexgroup(dp, v)
-      abs(y - n) < eps && break
-      v += (n - y) / dispersiongroup(dp, v)
+        y = refractionindexgroup(dp, v)
+        abs(y - n) < eps && break
+        v += (n - y) / dispersiongroup(dp, v)
     end
 
     v
diff --git a/src/parameters.jl b/src/parameters.jl
index 5ff9073ec5b475c05fb65c958ead1890a54f5061..2c6174916010dd31b9f564995577c7095fb0266d 100644
--- a/src/parameters.jl
+++ b/src/parameters.jl
@@ -13,7 +13,12 @@ The parameter set for light detection.
 - `scattering_probability_model`: the scattering probability model (default: p00075)
 - `absorption_model`: the absorption model
 """
-Base.@kwdef struct LMParameters{D<:DispersionModel,S<:ScatteringModel,SP<:ScatteringProbabilityModel,A<:AbsorptionModel}
+Base.@kwdef struct LMParameters{
+    D<:DispersionModel,
+    S<:ScatteringModel,
+    SP<:ScatteringProbabilityModel,
+    A<:AbsorptionModel,
+}
     minimum_distance::Float64 = 1.0e-1
     module_radius::Float64 = 0.25
     lambda_min::Float64 = 300.0
diff --git a/src/scattering.jl b/src/scattering.jl
index 58413f0b798eaabe91304d8fcc26d5e767f0e7cc..7bfe05de17f7a88f79d53902ccdd616a5c00cd80 100644
--- a/src/scattering.jl
+++ b/src/scattering.jl
@@ -49,7 +49,7 @@ Model specific function to describe light scattering probability in water (p0007
     g = 0.924
     f = 0.17
 
-    f * rayleigh(x)  +  (1.0 - f) * henyey_greenstein(g, x)
+    f * rayleigh(x) + (1.0 - f) * henyey_greenstein(g, x)
 end
 
 """
@@ -61,7 +61,7 @@ Light scattering probability in water (Heneyey-Greenstein).
 - `x`: cosine scattering angle
 """
 @inline function henyey_greenstein(x)
-    g = 0.924;
+    g = 0.924
     return henyey_greenstein(g, x)
 end
 
@@ -76,9 +76,9 @@ Light scattering probability in water (Heneyey-Greenstein).
 """
 @inline function henyey_greenstein(g, x)
     a0 = (1.0 - g^2) / (4π)
-    y  =  1.0 + g^2 - 2.0*g*x
+    y = 1.0 + g^2 - 2.0 * g * x
 
-    a0 / (y*sqrt(y))
+    a0 / (y * sqrt(y))
 end
 
 """
@@ -101,8 +101,8 @@ Light scattering probability in water (Rayleigh).
 - `x`: cosine scattering angle
 """
 @inline function rayleigh(g, x)
-    a0 = 1.0 / (1.0 + g/3.0) / (4π)
-    a0 * (1.0 + g*x^2)
+    a0 = 1.0 / (1.0 + g / 3.0) / (4π)
+    a0 * (1.0 + g * x^2)
 end
 
 
@@ -119,21 +119,21 @@ Get the inverse of the attenuation length [m^-1].
 
 """
 function inverseattenuationlength(::Scatteringp00075, l_abs, ls, cts)
-    1.0 / l_abs + inverseattenuationlengthinterpolator(cts) / ls;
+    1.0 / l_abs + inverseattenuationlengthinterpolator(cts) / ls
 end
 
 """
 Interpolator for the p00075 model based inverse attenutation calculation.
 """
 const inverseattenuationlengthinterpolator = let
-    xs = range(-1, 1; length=100000)
+    xs = range(-1, 1; length = 100000)
     dx = xs.step.hi
     xs = collect(xs)
     ys = Float64[]
     W = 0.0
     for x in xs
         push!(ys, W)
-        W += 2π * dx * scatteringprobability(Scatteringp00075(), x+0.5*dx)
+        W += 2π * dx * scatteringprobability(Scatteringp00075(), x + 0.5 * dx)
     end
     # xs[1] = 0.0
     # xs[end] = 1.0