From 8b285614a5854d9e5974b4cd3addc2603dd9194d Mon Sep 17 00:00:00 2001 From: Mikhail Mints Date: Sun, 20 Aug 2023 09:32:10 -0700 Subject: [PATCH 1/4] Add structure for ML aerosol activation emulators and data preprocessing, add free parameters of ARG scheme, add PySDM data to ARG plots --- Project.toml | 9 ++ docs/Project.toml | 2 + docs/src/ARGdata.jl | 18 +++ docs/src/ARGplots.jl | 155 +++++++++++++++++--- src/ActivationEmulatorModels.jl | 103 +++++++++++++ src/AerosolActivation.jl | 79 ++++++++-- src/CloudMicrophysics.jl | 2 + src/CommonTypes.jl | 25 ++++ src/Parameters.jl | 3 + src/PreprocessAerosolData.jl | 248 ++++++++++++++++++++++++++++++++ 10 files changed, 614 insertions(+), 30 deletions(-) create mode 100644 src/ActivationEmulatorModels.jl create mode 100644 src/PreprocessAerosolData.jl diff --git a/Project.toml b/Project.toml index a3a887d5e..fe34be111 100644 --- a/Project.toml +++ b/Project.toml @@ -6,10 +6,19 @@ version = "0.12.0" [deps] CLIMAParameters = "6eacf6c3-8458-43b9-ae03-caf5306d3d53" CUDAKernels = "72cfdca4-0801-4ab0-bf6a-d52aa10adc57" +DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" +DataFramesMeta = "1313f7d8-7da2-5740-9ea0-a2ca25f37964" +Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae" +Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c" ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" +GaussianProcesses = "891a1506-143c-57d2-908e-e1f8e92e6de9" KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c" +MLJ = "add582a8-e3ab-11e8-2d5e-e98b27df1bc7" +MLJFlux = "094fc8d1-fd35-5302-93ea-dabda2abf845" +MLJModels = "d491faf4-2d78-11e9-2867-c94bc002c0b7" SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b" +StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91" Thermodynamics = "b60c26fb-14c3-4610-9d3e-2d17fe7ff00c" [compat] diff --git a/docs/Project.toml b/docs/Project.toml index 647a37198..347a5642a 100644 --- a/docs/Project.toml +++ b/docs/Project.toml @@ -2,6 +2,8 @@ CLIMAParameters = "6eacf6c3-8458-43b9-ae03-caf5306d3d53" CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0" CloudMicrophysics = "6a9e3e04-43cd-43ba-94b9-e8782df3c71b" +DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" +DataFramesMeta = "1313f7d8-7da2-5740-9ea0-a2ca25f37964" Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4" DocumenterCitations = "daee34ce-89f3-4625-b898-19384cb65244" OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed" diff --git a/docs/src/ARGdata.jl b/docs/src/ARGdata.jl index 7cee34886..fbf843f7c 100644 --- a/docs/src/ARGdata.jl +++ b/docs/src/ARGdata.jl @@ -15,6 +15,8 @@ Fig1_y_obs = [ 0.34946619217081853, 0.17580071174377226, ] +Fig1_x_PySDM = [100.0, 1325.0, 2550.0, 3775.0, 5000.0] +Fig1_y_PySDM = [0.76, 0.5, 0.38, 0.3, 0.26] Fig1_x_param = [ 0, 12.891344383057117, @@ -129,6 +131,8 @@ Fig2a_y_obs = [ 0.5986159169550174, 0.4975778546712803, ] +Fig2a_x_PySDM = [100.0, 1325.0, 2550.0, 3775.0, 5000.0] +Fig2a_y_PySDM = [0.8, 0.68, 0.62, 0.6, 0.56] Fig2a_x_param = [ 12.567324955116646, 44.88330341113101, @@ -191,6 +195,8 @@ Fig2b_y_obs = [ 0.1949367088607595, 0.1329113924050633, ] +Fig2b_x_PySDM = [100.0, 1325.0, 2550.0, 3775.0, 5000.0] +Fig2b_y_PySDM = [0.38, 0.26, 0.22, 0.2, 0.18] Fig2b_x_param = [ 78.80910683012257, 113.83537653239921, @@ -233,6 +239,8 @@ Fig3a_x_obs = [ 1.0034965034965033, ] Fig3a_y_obs = [0.7586666666666667, 0.7453333333333334, 0.732, 0.72, 0.712] +Fig3a_x_PySDM = [0.1, 0.325, 0.55, 0.775, 1.0] +Fig3a_y_PySDM = [0.8, 0.78, 0.76, 0.76, 0.76] Fig3a_x_param = [ 0.10069930069930072, 0.14405594405594407, @@ -269,6 +277,8 @@ Fig3b_y_obs = [ 0.6734982332155477, 0.7074204946996467, ] +Fig3b_x_PySDM = [0.1, 0.325, 0.55, 0.775, 1.0] +Fig3b_y_PySDM = [0.38, 0.58, 0.66, 0.72, 0.76] Fig3b_x_param = [ 0.10270270270270272, 0.12000000000000002, @@ -321,6 +331,8 @@ Fig4a_y_obs = [ 0.4013333333333333, 0.12266666666666667, ] +Fig4a_x_PySDM = [0.01, 0.02659148, 0.07071068, 0.18803015, 0.5] +Fig4a_y_PySDM = [0.82, 0.78, 0.74, 0.58, 0.18] Fig4a_x_param = [ 0.010398558176237407, 0.011922822170487846, @@ -379,6 +391,8 @@ Fig4b_y_obs = [ 0.9805194805194806, 0.9844155844155846, ] +Fig4b_x_PySDM = [0.01, 0.02659148, 0.07071068, 0.18803015, 0.5] +Fig4b_y_PySDM = [0.08, 0.46, 0.86, 0.98, 1.0] Fig4b_x_param = [ 0.010822678662544178, 0.012760436250146357, @@ -441,6 +455,8 @@ Fig5a_y_obs = [ 0.9223427331887204, 0.975704989154013, ] +Fig5a_x_PySDM = [0.01, 0.04728708, 0.2236068, 1.05737126, 5.0] +Fig5a_y_PySDM = [0.12, 0.42, 0.68, 0.88, 0.98] Fig5a_x_param = [ 0.012498045610787637, 0.0206913808111479, @@ -493,6 +509,8 @@ Fig5b_y_obs = [ 0.6230508474576271, 0.7993220338983051, ] +Fig5b_x_PySDM = [0.01, 0.04728708, 0.2236068, 1.05737126, 5.0] +Fig5b_y_PySDM = [0.02, 0.1, 0.26, 0.54, 0.84] Fig5b_x_param = [ 0.011331300304886677, 0.013602279391211175, diff --git a/docs/src/ARGplots.jl b/docs/src/ARGplots.jl index 105a85227..e400ece7c 100644 --- a/docs/src/ARGplots.jl +++ b/docs/src/ARGplots.jl @@ -1,15 +1,14 @@ -import Plots +import Plots as PL import CloudMicrophysics -import CLIMAParameters -import Thermodynamics - -const PL = Plots -const AM = CloudMicrophysics.AerosolModel -const AA = CloudMicrophysics.AerosolActivation -const CP = CLIMAParameters -const CMP = CloudMicrophysics.Parameters -const TD = Thermodynamics +import CloudMicrophysics: + AerosolModel as AM, + AerosolActivation as AA, + Parameters as CMP, + CommonTypes as CMT +import CLIMAParameters as CP +import Thermodynamics as TD +import DataFrames as DF include(joinpath(pkgdir(CloudMicrophysics), "test", "create_parameters.jl")) FT = Float64 @@ -47,6 +46,12 @@ M_insol = 0.044 # molar mass of insol ρ_insol = 1770.0 # density of insol κ_insol = 0.0 # hygroscopicity of insol +# Schemes +ARG_scheme = CMT.ARG2000Type() +ML_scheme = AA.MLEmulatedAerosolActivation( + joinpath(pkgdir(CloudMicrophysics), "aerosol_activation_emulators", "2modal_nn_machine1.jls"), +) + function mass2vol(mass_mixing_ratios) if length(mass_mixing_ratios) == 2 densities = (ρ_sulfate, ρ_insol) @@ -61,7 +66,7 @@ end # Abdul-Razzak and Ghan 2000 # https://doi.org/10.1029/1999JD901161 -function make_ARG_figX(X) +function make_ARG_figX(X, scheme) p1 = PL.plot() p2 = PL.plot() @@ -176,19 +181,39 @@ function make_ARG_figX(X) end AD = AM.AerosolDistribution((paper_mode_1, paper_mode_2)) act_frac1[it] = - AA.N_activated_per_mode(param_set, AD, T, p, w, q)[1] / N_1 + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + w, + q, + )[1] / N_1 act_frac2[it] = - AA.N_activated_per_mode(param_set, AD, T, p, w, q)[2] / N2i + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + w, + q, + )[2] / N2i global it += 1 end x1_obs = Fig1_x_obs y1_obs = Fig1_y_obs + x1_PySDM = Fig1_x_PySDM + y1_PySDM = Fig1_y_PySDM x1_param = Fig1_x_param y1_param = Fig1_y_param x2_obs = Fig1_x_obs y2_obs = Fig1_y_obs + x2_PySDM = Fig1_x_PySDM + y2_PySDM = Fig1_y_PySDM x2_param = Fig1_x_param y2_param = Fig1_y_param @@ -230,19 +255,39 @@ function make_ARG_figX(X) end AD = AM.AerosolDistribution((paper_mode_1, paper_mode_2)) act_frac1[it] = - AA.N_activated_per_mode(param_set, AD, T, p, w, q)[1] / N_1 + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + w, + q, + )[1] / N_1 act_frac2[it] = - AA.N_activated_per_mode(param_set, AD, T, p, w, q)[2] / N2i + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + w, + q, + )[2] / N2i global it += 1 end x1_obs = Fig2a_x_obs y1_obs = Fig2a_y_obs + x1_PySDM = Fig2a_x_PySDM + y1_PySDM = Fig2a_y_PySDM x1_param = Fig2a_x_param y1_param = Fig2a_y_param x2_obs = Fig2b_x_obs y2_obs = Fig2b_y_obs + x2_PySDM = Fig2b_x_PySDM + y2_PySDM = Fig2b_y_PySDM x2_param = Fig2b_x_param y2_param = Fig2b_y_param @@ -286,19 +331,39 @@ function make_ARG_figX(X) end AD = AM.AerosolDistribution((paper_mode_1, paper_mode_2)) act_frac1[it] = - AA.N_activated_per_mode(param_set, AD, T, p, w, q)[1] / N_1 + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + w, + q, + )[1] / N_1 act_frac2[it] = - AA.N_activated_per_mode(param_set, AD, T, p, w, q)[2] / N_2 + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + w, + q, + )[2] / N_2 global it += 1 end x1_obs = Fig3a_x_obs y1_obs = Fig3a_y_obs + x1_PySDM = Fig3a_x_PySDM + y1_PySDM = Fig3a_y_PySDM x1_param = Fig3a_x_param y1_param = Fig3a_y_param x2_obs = Fig3b_x_obs y2_obs = Fig3b_y_obs + x2_PySDM = Fig3b_x_PySDM + y2_PySDM = Fig3b_y_PySDM x2_param = Fig3b_x_param y2_param = Fig3b_y_param @@ -339,19 +404,39 @@ function make_ARG_figX(X) end AD = AM.AerosolDistribution((paper_mode_1, paper_mode_2)) act_frac1[it] = - AA.N_activated_per_mode(param_set, AD, T, p, w, q)[1] / N_1 + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + w, + q, + )[1] / N_1 act_frac2[it] = - AA.N_activated_per_mode(param_set, AD, T, p, w, q)[2] / N_2 + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + w, + q, + )[2] / N_2 global it += 1 end x1_obs = Fig4a_x_obs y1_obs = Fig4a_y_obs + x1_PySDM = Fig4a_x_PySDM + y1_PySDM = Fig4a_y_PySDM x1_param = Fig4a_x_param y1_param = Fig4a_y_param x2_obs = Fig4b_x_obs y2_obs = Fig4b_y_obs + x2_PySDM = Fig4b_x_PySDM + y2_PySDM = Fig4b_y_PySDM x2_param = Fig4b_x_param y2_param = Fig4b_y_param @@ -394,19 +479,39 @@ function make_ARG_figX(X) for wi in w act_frac1[it] = - AA.N_activated_per_mode(param_set, AD, T, p, wi, q)[1] / N_1 + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + wi, + q, + )[1] / N_1 act_frac2[it] = - AA.N_activated_per_mode(param_set, AD, T, p, wi, q)[2] / N_2 + AA.N_activated_per_mode( + param_set, + scheme, + AD, + T, + p, + wi, + q, + )[2] / N_2 global it += 1 end x1_obs = Fig5a_x_obs y1_obs = Fig5a_y_obs + x1_PySDM = Fig5a_x_PySDM + y1_PySDM = Fig5a_y_PySDM x1_param = Fig5a_x_param y1_param = Fig5a_y_param x2_obs = Fig5b_x_obs y2_obs = Fig5b_y_obs + x2_PySDM = Fig5b_x_PySDM + y2_PySDM = Fig5b_y_PySDM x2_param = Fig5b_x_param y2_param = Fig5b_y_param @@ -449,6 +554,14 @@ function make_ARG_figX(X) ) PL.scatter!(p2, x2_obs, y2_obs, markercolor = :black) PL.plot!(p2, x2_param, y2_param, linecolor = :black) + PL.scatter!( + p1, + x1_PySDM, + y1_PySDM, + markercolor = :green, + label = "PySDM observations", + ) + PL.scatter!(p2, x2_PySDM, y2_PySDM, markercolor = :green) end end diff --git a/src/ActivationEmulatorModels.jl b/src/ActivationEmulatorModels.jl new file mode 100644 index 000000000..aa5f4417c --- /dev/null +++ b/src/ActivationEmulatorModels.jl @@ -0,0 +1,103 @@ +module ActivationEmulatorModels + +import MLJ +import MLJFlux +import Flux +import DataFrames as DF +import GaussianProcesses +import StatsBase +import Distributions + +struct NNBuilder <: MLJFlux.Builder + n1::Int + n2::Int + n3::Int + dropout1::Float64 + dropout2::Float64 + dropout3::Float64 +end + +function MLJFlux.build(builder::NNBuilder, rng, n_in, n_out) + init = Flux.glorot_uniform(rng) + return Flux.Chain( + Flux.Dense(n_in => builder.n1, Flux.relu, init = init), + Flux.Dropout(builder.dropout1), + Flux.Dense(builder.n1 => builder.n2, Flux.relu, init = init), + Flux.Dropout(builder.dropout2), + Flux.Dense(builder.n2 => builder.n3, Flux.relu, init = init), + Flux.Dropout(builder.dropout3), + Flux.Dense(builder.n3 => n_out, init = init), + ) +end + +function NNModel() + model = NeuralNetworkRegressor( + builder = NNBuilder(50, 100, 30, 0.1, 0.3, 0.2), + optimiser = Flux.Optimise.Adam(0.001, (0.9, 0.999), 1.0e-8), + epochs = 200, + loss = Flux.mse, + batch_size = 50, + ) + return model +end + +mutable struct GPRegressor <: MLJ.Deterministic + num_gps::Integer + sample_size::Integer + use_ARG_weights::Bool + use_DTC::Bool + sample_size_inducing::Integer +end + +function MLJ.fit(model::GPRegressor, verbosity, X, y) + gps = [] + for i in 1:model.num_gps + weights = StatsBase.Weights([ + model.use_ARG_weights ? Distributions.pdf(Distributions.Normal(0.0, 0.5), x) : 1 for + x in X.mode_1_ARG_act_frac + ]) + inds = StatsBase.sample(1:DF.nrow(X), weights, model.sample_size, replace = false) + inds_inducing = StatsBase.sample(1:DF.nrow(X), weights, model.sample_size_inducing, replace = false) + if model.use_DTC + gp = GaussianProcesses.DTC( + Matrix(X[inds, :])', + Matrix(X[inds_inducing, :])', + y[inds], + GaussianProcesses.MeanConst(StatsBase.mean(y)), + GaussianProcesses.SEArd(fill(4.0, DF.ncol(X)), 0.0), + 2.0, + ) + else + gp = GaussianProcesses.GPA( + Matrix(X[inds, :])', + y[inds], + GaussianProcesses.MeanConst(StatsBase.mean(y)), + GaussianProcesses.SEArd(fill(4.0, DF.ncol(X)), 0.0), + GaussianProcesses.GaussLik(2.0), + ) + end + GaussianProcesses.optimize!(gp) + push!(gps, gp) + end + return gps, nothing, nothing +end + +function MLJ.predict(::GPRegressor, fitresult, Xnew) + means = reduce( + hcat, + [GaussianProcesses.predict_f(gp, Matrix(Xnew)')[1] for gp in fitresult], + ) + variances = reduce( + hcat, + [GaussianProcesses.predict_f(gp, Matrix(Xnew)')[2] for gp in fitresult], + ) + return (sum( + means ./ variances, + dims = 2, + ) ./ sum(1.0 ./ variances, dims = 2))[ + :, + 1, + ] +end + +end # module diff --git a/src/AerosolActivation.jl b/src/AerosolActivation.jl index b59ec5ccc..4af1083e2 100644 --- a/src/AerosolActivation.jl +++ b/src/AerosolActivation.jl @@ -13,6 +13,9 @@ import SpecialFunctions as SF import Thermodynamics as TD +import DataFrames as DF +import MLJ + import ..CommonTypes as CT import ..Common as CO import ..AerosolModel as AM @@ -28,6 +31,20 @@ export M_activated_per_mode export total_N_activated export total_M_activated +""" + MLEmulatedAerosolActivation + +The type for aerosol activation schemes that are emulated with an ML model +""" +struct MLEmulatedAerosolActivation <: CT.AbstractAerosolActivation + machine::MLJ.Machine +end + +function MLEmulatedAerosolActivation(emulator_filepath::String) + machine = MLJ.machine(emulator_filepath) + return MLEmulatedAerosolActivation(machine) +end + """ coeff_of_curvature(param_set, T) @@ -151,11 +168,12 @@ Returns the maximum supersaturation. """ function max_supersaturation( param_set::APS, + scheme::CT.ARG2000Type, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, w::FT, - q::TD.PhasePartition{FT}, + q::TD.PhasePartition{FT} ) where {FT <: Real} thermo_params = CMP.thermodynamics_params(param_set) @@ -170,6 +188,10 @@ function max_supersaturation( p_vs::FT = TD.saturation_vapor_pressure(thermo_params, T, TD.Liquid()) G::FT = CO.G_func(param_set, T, TD.Liquid()) / _ρ_cloud_liq + f_coeff_1::FT = CMP.f_coeff_1_ARG2000(param_set) + f_coeff_2::FT = CMP.f_coeff_2_ARG2000(param_set) + g_coeff::FT = CMP.g_coeff_ARG2000(param_set) + # eq 11, 12 in Razzak et al 1998 # but following eq 10 from Rogers 1975 α::FT = L * _grav * _ϵ / R_m / cp_m / T^2 - _grav / R_m / T @@ -185,8 +207,8 @@ function max_supersaturation( mode_i = ad.Modes[i] - f::FT = 0.5 * exp(2.5 * (log(mode_i.stdev))^2) - g::FT = 1 + 0.25 * log(mode_i.stdev) + f::FT = f_coeff_1 * exp(f_coeff_2 * (log(mode_i.stdev))^2) + g::FT = 1 + g_coeff * log(mode_i.stdev) η::FT = (α * w / G)^FT(3 / 2) / (FT(2 * pi) * _ρ_cloud_liq * γ * mode_i.N) @@ -213,19 +235,21 @@ in each aerosol size distribution mode. """ function N_activated_per_mode( param_set::APS, + scheme::CT.AbstractParameterizedAerosolActivation, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, w::FT, q::TD.PhasePartition{FT}, ) where {FT <: Real} - smax::FT = max_supersaturation(param_set, ad, T, p, w, q) + smax::FT = max_supersaturation(param_set, scheme, ad, T, p, w, q) sm = critical_supersaturation(param_set, ad, T) - N_activated_per_mode(param_set, ad, T, p, w, q, smax, sm) + N_activated_per_mode(param_set, scheme, ad, T, p, w, q, smax, sm) end function N_activated_per_mode( param_set::APS, + scheme::CT.AbstractParameterizedAerosolActivation, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, @@ -243,6 +267,39 @@ function N_activated_per_mode( end end +function N_activated_per_mode( + param_set::APS, + scheme::MLEmulatedAerosolActivation, + ad::CT.AbstractAerosolDistribution, + T::FT, + p::FT, + w::FT, + q::TD.PhasePartition{FT}, +) where {FT <: Real} + hygro = mean_hygroscopicity_parameter(param_set, ad) + return ntuple(Val(AM.n_modes(ad))) do i + # Model predicts activation of the first mode. So, swap each mode + # with the first mode repeatedly to predict all activations. + modes_perm = collect(1:AM.n_modes(ad)) + modes_perm[[1, i]] = modes_perm[[i, 1]] + per_mode_data = [ + (; + Symbol("mode_$(j)_N") => ad.Modes[modes_perm[j]].N, + Symbol("mode_$(j)_mean") => ad.Modes[modes_perm[j]].r_dry, + Symbol("mode_$(j)_stdev") => ad.Modes[modes_perm[j]].stdev, + Symbol("mode_$(j)_kappa") => hygro[modes_perm[j]], + ) for j in 1:AM.n_modes(ad) + ] + additional_data = (; + :velocity => w, + :initial_temperature => T, + :initial_pressure => p, + ) + X = DF.DataFrame([merge(reduce(merge, per_mode_data), additional_data)]) + max(FT(0), min(FT(1), MLJ.predict(scheme.machine, X)[1])) * ad.Modes[i].N + end +end + """ M_activated_per_mode(param_set, ad, T, p, w, q) @@ -258,19 +315,21 @@ per mode of the aerosol size distribution. """ function M_activated_per_mode( param_set::APS, + scheme::CT.AbstractParameterizedAerosolActivation, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, w::FT, q::TD.PhasePartition{FT}, ) where {FT <: Real} - smax = max_supersaturation(param_set, ad, T, p, w, q) + smax = max_supersaturation(param_set, scheme, ad, T, p, w, q) sm = critical_supersaturation(param_set, ad, T) - M_activated_per_mode(param_set, ad, T, p, w, q, smax, sm) + M_activated_per_mode(param_set, scheme, ad, T, p, w, q, smax, sm) end function M_activated_per_mode( param_set::APS, + scheme::CT.AbstractParameterizedAerosolActivation, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, @@ -309,6 +368,7 @@ Returns the total number of activated aerosol particles. """ function total_N_activated( param_set::APS, + scheme::CT.AbstractAerosolActivation, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, @@ -316,7 +376,7 @@ function total_N_activated( q::TD.PhasePartition{FT}, ) where {FT <: Real} - return sum(N_activated_per_mode(param_set, ad, T, p, w, q)) + return sum(N_activated_per_mode(param_set, scheme, ad, T, p, w, q)) end @@ -334,6 +394,7 @@ Returns the total mass of activated aerosol particles. """ function total_M_activated( param_set::APS, + scheme::CT.AbstractAerosolActivation, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, @@ -341,7 +402,7 @@ function total_M_activated( q::TD.PhasePartition{FT}, ) where {FT <: Real} - return sum(M_activated_per_mode(param_set, ad, T, p, w, q)) + return sum(M_activated_per_mode(param_set, scheme, ad, T, p, w, q)) end diff --git a/src/CloudMicrophysics.jl b/src/CloudMicrophysics.jl index f9ba5624b..d5e5785c5 100644 --- a/src/CloudMicrophysics.jl +++ b/src/CloudMicrophysics.jl @@ -21,5 +21,7 @@ include("AerosolActivation.jl") include("Nucleation.jl") include("IceNucleation.jl") include("PrecipitationSusceptibility.jl") +include("PreprocessAerosolData.jl") +include("ActivationEmulatorModels.jl") end # module diff --git a/src/CommonTypes.jl b/src/CommonTypes.jl index c1782f43c..4147c4216 100644 --- a/src/CommonTypes.jl +++ b/src/CommonTypes.jl @@ -12,6 +12,9 @@ export IceType export RainType export SnowType export AbstractAerosolDistribution +export AbstractAerosolActivation +export AbstractParameterizedAerosolActivation +export ARG2000Type export Abstract2MPrecipType export KK2000Type export B1994Type @@ -30,6 +33,28 @@ The top-level super-type for all aerosol distribution types. """ abstract type AbstractAerosolDistribution{T} end +""" + AbstractAerosolActivation + +The top-level super-type for all aerosol activation schemes. +""" +abstract type AbstractAerosolActivation end + +""" + AbstractParameterizedAerosolActivation + +The type for all aerosol activation schemes that use a parameterization based + on maximum supersaturation (as opposed to using an ML emulator) +""" +abstract type AbstractParameterizedAerosolActivation end + +""" + ARG2000Type + +The type for the aerosol activation scheme formulated by Abdul-Razzak and Ghan (2000) +""" +struct ARG2000Type <: AbstractParameterizedAerosolActivation end + """ AbstractCloudType diff --git a/src/Parameters.jl b/src/Parameters.jl index 778905f30..541e6e988 100644 --- a/src/Parameters.jl +++ b/src/Parameters.jl @@ -157,6 +157,9 @@ Base.@kwdef struct CloudMicrophysicsParameters{FT, TP} <: N_ion_sulfate::FT water_soluble_mass_frac_sulfate::FT kappa_sulfate::FT + f_coeff_1_ARG2000::FT + f_coeff_2_ARG2000::FT + g_coeff_ARG2000::FT end Base.eltype(::CloudMicrophysicsParameters{FT}) where {FT} = FT diff --git a/src/PreprocessAerosolData.jl b/src/PreprocessAerosolData.jl new file mode 100644 index 000000000..ea98fca9b --- /dev/null +++ b/src/PreprocessAerosolData.jl @@ -0,0 +1,248 @@ +module PreprocessAerosolData + +import CloudMicrophysics as CM +import ..AerosolActivation as AA +import ..AerosolModel as AM +import ..Parameters as CMP +import ..CommonTypes as CT +import ..Parameters as CMP +import CLIMAParameters as CP +import Thermodynamics as TD +import DataFrames as DF +using DataFramesMeta + +const FT = Float64 +const APS = CMP.AbstractCloudMicrophysicsParameters + +include(joinpath(pkgdir(CM), "test", "create_parameters.jl")) +toml_dict = CP.create_toml_dict(FT; dict_type = "alias") +default_param_set = cloud_microphysics_parameters(toml_dict) + +function get_num_modes(df::DataFrame) + i = 1 + while true + if !("mode_$(i)_N" in names(df)) + return i - 1 + end + i += 1 + end +end + +function get_num_modes(data_row::NamedTuple) + i = 1 + while true + if !(Symbol("mode_$(i)_N") in keys(data_row)) + return i - 1 + end + i += 1 + end +end + +function convert_to_ARG_params(data_row::NamedTuple, param_set::APS) + num_modes = get_num_modes(data_row) + @assert num_modes > 0 + mode_Ns = [] + mode_means = [] + mode_stdevs = [] + mode_kappas = [] + velocity = data_row.velocity + temperature = data_row.initial_temperature + pressure = data_row.initial_pressure + for i in 1:num_modes + push!(mode_Ns, data_row[Symbol("mode_$(i)_N")]) + push!(mode_means, data_row[Symbol("mode_$(i)_mean")]) + push!(mode_stdevs, data_row[Symbol("mode_$(i)_stdev")]) + push!(mode_kappas, data_row[Symbol("mode_$(i)_kappa")]) + end + ad = AM.AerosolDistribution( + Tuple( + AM.Mode_κ( + mode_means[i], + mode_stdevs[i], + mode_Ns[i], + FT(1), + FT(1), + FT(0), + mode_kappas[i], + 1, + ) for i in 1:num_modes + ), + ) + thermo_params = CMP.thermodynamics_params(param_set) + pv0 = TD.saturation_vapor_pressure(thermo_params, temperature, TD.Liquid()) + vapor_mix_ratio = + pv0 / TD.Parameters.molmass_ratio(thermo_params) / (pressure - pv0) + q_vap = vapor_mix_ratio / (vapor_mix_ratio + 1) + q = TD.PhasePartition(q_vap, FT(0), FT(0)) + return (; ad, temperature, pressure, velocity, q, mode_Ns) +end + +function convert_to_ARG_params(data_row::NamedTuple) + return convert_to_ARG_params(data_row, default_param_set) +end + +function get_ARG_S_max(data_row::NamedTuple, param_set::APS) + (; ad, temperature, pressure, velocity, q) = + convert_to_ARG_params(data_row, param_set) + max_supersaturation = AA.max_supersaturation( + param_set, + CT.ARG2000Type(), + ad, + temperature, + pressure, + velocity, + q, + ) + return max_supersaturation +end + +function get_ARG_S_max(data_row::NamedTuple) + return get_ARG_S_max(data_row, default_param_set) +end + +function get_ARG_S_max(X::DataFrame, param_set::APS) + return get_ARG_S_max.(NamedTuple.(eachrow(X)), param_set) +end + +function get_ARG_S_max(X::DataFrame) + return get_ARG_S_max(X, default_param_set) +end + +function get_ARG_S_crit(data_row::NamedTuple, param_set::APS) + (; ad, temperature) = convert_to_ARG_params(data_row, param_set) + return AA.critical_supersaturation(param_set, ad, temperature) +end + +function get_ARG_S_crit(data_row::NamedTuple) + return get_ARG_S_crit(data_row, default_param_set) +end + +function get_ARG_S_crit(X::DataFrame, param_set::APS) + return get_ARG_S_crit.(NamedTuple.(eachrow(X)), param_set) +end + +function get_ARG_S_crit(X::DataFrame) + return get_ARG_S_crit(X, default_param_set) +end + +function get_ARG_act_N( + data_row::NamedTuple, + param_set::APS, + S_max = nothing, +) + (; ad, temperature, pressure, velocity, q) = + convert_to_ARG_params(data_row, param_set) + if S_max === nothing + return collect( + AA.N_activated_per_mode( + param_set, + CT.ARG2000Type(), + ad, + temperature, + pressure, + velocity, + q, + ), + ) + else + critical_supersaturation = + AA.critical_supersaturation(param_set, ad, temperature) + return collect( + AA.N_activated_per_mode( + param_set, + CT.ARG2000Type(), + ad, + temperature, + pressure, + velocity, + q, + S_max, + critical_supersaturation, + ), + ) + end +end + +function get_ARG_act_N(data_row::NamedTuple, S_max = nothing) + return get_ARG_act_N(data_row, default_param_set, S_max) +end + +function get_ARG_act_N(X::DataFrame, param_set::APS, S_max = nothing) + return transpose( + hcat(get_ARG_act_N.(NamedTuple.(eachrow(X)), param_set, S_max)...), + ) +end + +function get_ARG_act_N(X::DataFrame, S_max = nothing) + return get_ARG_act_N(X, default_param_set, S_max) +end + +function get_ARG_act_frac( + data_row::NamedTuple, + param_set::APS, + S_max = nothing, +) + (; mode_Ns) = convert_to_ARG_params(data_row, param_set) + return get_ARG_act_N(data_row, param_set, S_max) ./ mode_Ns +end + +function get_ARG_act_frac(data_row::NamedTuple, S_max = nothing) + return get_ARG_act_frac(data_row, default_param_set, S_max) +end + +function get_ARG_act_frac(X::DataFrame, param_set::APS, S_max = nothing) + return transpose( + hcat(get_ARG_act_frac.(NamedTuple.(eachrow(X)), param_set, S_max)...), + ) +end + +function get_ARG_act_frac(X::DataFrame, S_max = nothing) + return get_ARG_act_frac(X, default_param_set, S_max) +end + +function preprocess_aerosol_data(X::DataFrame, add_ARG_act_frac::Bool) + num_modes = get_num_modes(X) + if add_ARG_act_frac + X = DF.transform( + X, + AsTable(All()) => + ByRow(x -> get_ARG_act_frac(x)) => + [Symbol("mode_$(i)_ARG_act_frac") for i in 1:num_modes], + ) + end + for i in 1:num_modes + X = DF.transform( + X, + Symbol("mode_$(i)_N") => ByRow(log) => Symbol("mode_$(i)_N"), + ) + X = DF.transform( + X, + Symbol("mode_$(i)_mean") => + ByRow(log) => Symbol("mode_$(i)_mean"), + ) + end + X = DF.transform(X, :velocity => ByRow(log) => :velocity) + return X +end + +function preprocess_aerosol_data_standard(X::DataFrame) + return preprocess_aerosol_data(X, false) +end + +function preprocess_aerosol_data_with_ARG_act_frac(X::DataFrame) + return preprocess_aerosol_data(X, true) +end + +function preprocess_aerosol_data_with_ARG_intermediates(X::DataFrame) + +end + +function target_transform(act_frac) + return @. atanh(2.0 * 0.99 * (act_frac - 0.5)) +end + +function inverse_target_transform(transformed_act_frac) + return @. (1.0 / (2.0 * 0.99)) * tanh(transformed_act_frac) + 0.5 +end + +end # module From cb046865aaef36ec02c65541772fd201f9e9730b Mon Sep 17 00:00:00 2001 From: Mikhail Mints Date: Mon, 21 Aug 2023 10:51:21 -0700 Subject: [PATCH 2/4] Update CLIMAParameters version, add ARG intermediates preprocessing, rename T, p, w symbols --- docs/Project.toml | 2 - docs/src/ARGplots.jl | 6 +- src/ActivationEmulatorModels.jl | 48 ++++++++------ src/AerosolActivation.jl | 5 +- src/PreprocessAerosolData.jl | 109 ++++++++++++++++++++------------ 5 files changed, 107 insertions(+), 63 deletions(-) diff --git a/docs/Project.toml b/docs/Project.toml index 347a5642a..647a37198 100644 --- a/docs/Project.toml +++ b/docs/Project.toml @@ -2,8 +2,6 @@ CLIMAParameters = "6eacf6c3-8458-43b9-ae03-caf5306d3d53" CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0" CloudMicrophysics = "6a9e3e04-43cd-43ba-94b9-e8782df3c71b" -DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" -DataFramesMeta = "1313f7d8-7da2-5740-9ea0-a2ca25f37964" Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4" DocumenterCitations = "daee34ce-89f3-4625-b898-19384cb65244" OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed" diff --git a/docs/src/ARGplots.jl b/docs/src/ARGplots.jl index e400ece7c..b96811e8c 100644 --- a/docs/src/ARGplots.jl +++ b/docs/src/ARGplots.jl @@ -49,7 +49,11 @@ M_insol = 0.044 # molar mass of insol # Schemes ARG_scheme = CMT.ARG2000Type() ML_scheme = AA.MLEmulatedAerosolActivation( - joinpath(pkgdir(CloudMicrophysics), "aerosol_activation_emulators", "2modal_nn_machine1.jls"), + joinpath( + pkgdir(CloudMicrophysics), + "aerosol_activation_emulators", + "2modal_nn_machine1.jls", + ), ) function mass2vol(mass_mixing_ratios) diff --git a/src/ActivationEmulatorModels.jl b/src/ActivationEmulatorModels.jl index aa5f4417c..232272604 100644 --- a/src/ActivationEmulatorModels.jl +++ b/src/ActivationEmulatorModels.jl @@ -30,17 +30,6 @@ function MLJFlux.build(builder::NNBuilder, rng, n_in, n_out) ) end -function NNModel() - model = NeuralNetworkRegressor( - builder = NNBuilder(50, 100, 30, 0.1, 0.3, 0.2), - optimiser = Flux.Optimise.Adam(0.001, (0.9, 0.999), 1.0e-8), - epochs = 200, - loss = Flux.mse, - batch_size = 50, - ) - return model -end - mutable struct GPRegressor <: MLJ.Deterministic num_gps::Integer sample_size::Integer @@ -51,13 +40,36 @@ end function MLJ.fit(model::GPRegressor, verbosity, X, y) gps = [] - for i in 1:model.num_gps - weights = StatsBase.Weights([ - model.use_ARG_weights ? Distributions.pdf(Distributions.Normal(0.0, 0.5), x) : 1 for - x in X.mode_1_ARG_act_frac - ]) - inds = StatsBase.sample(1:DF.nrow(X), weights, model.sample_size, replace = false) - inds_inducing = StatsBase.sample(1:DF.nrow(X), weights, model.sample_size_inducing, replace = false) + for i in 1:(model.num_gps) + if model.use_ARG_weights + weights = StatsBase.Weights([ + Distributions.pdf(Distributions.Normal(0.0, 0.5), x) for + x in X.mode_1_ARG_act_frac + ]) + inds = StatsBase.sample( + 1:DF.nrow(X), + weights, + model.sample_size, + replace = false, + ) + inds_inducing = StatsBase.sample( + 1:DF.nrow(X), + weights, + model.sample_size_inducing, + replace = false, + ) + else + inds = StatsBase.sample( + 1:DF.nrow(X), + model.sample_size, + replace = false, + ) + inds_inducing = StatsBase.sample( + 1:DF.nrow(X), + model.sample_size_inducing, + replace = false, + ) + end if model.use_DTC gp = GaussianProcesses.DTC( Matrix(X[inds, :])', diff --git a/src/AerosolActivation.jl b/src/AerosolActivation.jl index 4af1083e2..13b57d8e8 100644 --- a/src/AerosolActivation.jl +++ b/src/AerosolActivation.jl @@ -173,7 +173,7 @@ function max_supersaturation( T::FT, p::FT, w::FT, - q::TD.PhasePartition{FT} + q::TD.PhasePartition{FT}, ) where {FT <: Real} thermo_params = CMP.thermodynamics_params(param_set) @@ -296,7 +296,8 @@ function N_activated_per_mode( :initial_pressure => p, ) X = DF.DataFrame([merge(reduce(merge, per_mode_data), additional_data)]) - max(FT(0), min(FT(1), MLJ.predict(scheme.machine, X)[1])) * ad.Modes[i].N + max(FT(0), min(FT(1), MLJ.predict(scheme.machine, X)[1])) * + ad.Modes[i].N end end diff --git a/src/PreprocessAerosolData.jl b/src/PreprocessAerosolData.jl index ea98fca9b..45474aedc 100644 --- a/src/PreprocessAerosolData.jl +++ b/src/PreprocessAerosolData.jl @@ -6,6 +6,7 @@ import ..AerosolModel as AM import ..Parameters as CMP import ..CommonTypes as CT import ..Parameters as CMP +import ..Common as CO import CLIMAParameters as CP import Thermodynamics as TD import DataFrames as DF @@ -45,9 +46,9 @@ function convert_to_ARG_params(data_row::NamedTuple, param_set::APS) mode_means = [] mode_stdevs = [] mode_kappas = [] - velocity = data_row.velocity - temperature = data_row.initial_temperature - pressure = data_row.initial_pressure + w = data_row.velocity + T = data_row.initial_temperature + p = data_row.initial_pressure for i in 1:num_modes push!(mode_Ns, data_row[Symbol("mode_$(i)_N")]) push!(mode_means, data_row[Symbol("mode_$(i)_mean")]) @@ -69,30 +70,68 @@ function convert_to_ARG_params(data_row::NamedTuple, param_set::APS) ), ) thermo_params = CMP.thermodynamics_params(param_set) - pv0 = TD.saturation_vapor_pressure(thermo_params, temperature, TD.Liquid()) + pv0 = TD.saturation_vapor_pressure(thermo_params, T, TD.Liquid()) vapor_mix_ratio = - pv0 / TD.Parameters.molmass_ratio(thermo_params) / (pressure - pv0) + pv0 / TD.Parameters.molmass_ratio(thermo_params) / (p - pv0) q_vap = vapor_mix_ratio / (vapor_mix_ratio + 1) q = TD.PhasePartition(q_vap, FT(0), FT(0)) - return (; ad, temperature, pressure, velocity, q, mode_Ns) + return (; ad, T, p, w, q, mode_Ns) end function convert_to_ARG_params(data_row::NamedTuple) return convert_to_ARG_params(data_row, default_param_set) end +function convert_to_ARG_intermediates(data_row::NamedTuple, param_set::APS) + num_modes = get_num_modes(data_row) + @assert num_modes > 0 + + (; ad, T, p, w, q) = convert_to_ARG_params(data_row, param_set) + + thermo_params = CMP.thermodynamics_params(param_set) + _grav::FT = CMP.grav(param_set) + _ρ_cloud_liq::FT = CMP.ρ_cloud_liq(param_set) + + _ϵ::FT = 1 / CMP.molmass_ratio(param_set) + R_m::FT = TD.gas_constant_air(thermo_params, q) + cp_m::FT = TD.cp_m(thermo_params, q) + + L::FT = TD.latent_heat_vapor(thermo_params, T) + p_vs::FT = TD.saturation_vapor_pressure(thermo_params, T, TD.Liquid()) + G::FT = CO.G_func(param_set, T, TD.Liquid()) / _ρ_cloud_liq + + α::FT = L * _grav * _ϵ / R_m / cp_m / T^2 - _grav / R_m / T + γ::FT = R_m * T / _ϵ / p_vs + _ϵ * L^2 / cp_m / T / p + + A::FT = AA.coeff_of_curvature(param_set, T) + ζ::FT = 2 * A / 3 * sqrt(α * w / G) + + Sm = AA.critical_supersaturation(param_set, ad, T) + η = [ + (α * w / G)^FT(3 / 2) / (FT(2 * pi) * _ρ_cloud_liq * γ * ad.Modes[i].N) for i in 1:num_modes + ] + + per_mode_intermediates = [ + (; + Symbol("mode_$(i)_log_stdev") => log(ad.Modes[i].stdev), + Symbol("mode_$(i)_η") => η[i], + Symbol("mode_$(i)_Sm") => Sm[i], + Symbol("mode_$(i)_term1") => (ζ / η[i])^(3 / 2), + Symbol("mode_$(i)_term2") => (Sm[i]^2 / (η[i] + 3 * ζ))^(3 / 4), + ) for i in 1:num_modes + ] + + return merge(reduce(merge, per_mode_intermediates), (; ζ)) +end + +function convert_to_ARG_intermediates(data_row::NamedTuple) + return convert_to_ARG_intermediates(data_row, default_param_set) +end + function get_ARG_S_max(data_row::NamedTuple, param_set::APS) - (; ad, temperature, pressure, velocity, q) = - convert_to_ARG_params(data_row, param_set) - max_supersaturation = AA.max_supersaturation( - param_set, - CT.ARG2000Type(), - ad, - temperature, - pressure, - velocity, - q, - ) + (; ad, T, p, w, q) = convert_to_ARG_params(data_row, param_set) + max_supersaturation = + AA.max_supersaturation(param_set, CT.ARG2000Type(), ad, T, p, w, q) return max_supersaturation end @@ -109,8 +148,8 @@ function get_ARG_S_max(X::DataFrame) end function get_ARG_S_crit(data_row::NamedTuple, param_set::APS) - (; ad, temperature) = convert_to_ARG_params(data_row, param_set) - return AA.critical_supersaturation(param_set, ad, temperature) + (; ad, T) = convert_to_ARG_params(data_row, param_set) + return AA.critical_supersaturation(param_set, ad, T) end function get_ARG_S_crit(data_row::NamedTuple) @@ -125,36 +164,30 @@ function get_ARG_S_crit(X::DataFrame) return get_ARG_S_crit(X, default_param_set) end -function get_ARG_act_N( - data_row::NamedTuple, - param_set::APS, - S_max = nothing, -) - (; ad, temperature, pressure, velocity, q) = - convert_to_ARG_params(data_row, param_set) +function get_ARG_act_N(data_row::NamedTuple, param_set::APS, S_max = nothing) + (; ad, T, p, w, q) = convert_to_ARG_params(data_row, param_set) if S_max === nothing return collect( AA.N_activated_per_mode( param_set, CT.ARG2000Type(), ad, - temperature, - pressure, - velocity, + T, + p, + w, q, ), ) else - critical_supersaturation = - AA.critical_supersaturation(param_set, ad, temperature) + critical_supersaturation = AA.critical_supersaturation(param_set, ad, T) return collect( AA.N_activated_per_mode( param_set, CT.ARG2000Type(), ad, - temperature, - pressure, - velocity, + T, + p, + w, q, S_max, critical_supersaturation, @@ -177,11 +210,7 @@ function get_ARG_act_N(X::DataFrame, S_max = nothing) return get_ARG_act_N(X, default_param_set, S_max) end -function get_ARG_act_frac( - data_row::NamedTuple, - param_set::APS, - S_max = nothing, -) +function get_ARG_act_frac(data_row::NamedTuple, param_set::APS, S_max = nothing) (; mode_Ns) = convert_to_ARG_params(data_row, param_set) return get_ARG_act_N(data_row, param_set, S_max) ./ mode_Ns end @@ -234,7 +263,7 @@ function preprocess_aerosol_data_with_ARG_act_frac(X::DataFrame) end function preprocess_aerosol_data_with_ARG_intermediates(X::DataFrame) - + return DF.DataFrame(convert_to_ARG_intermediates.(NamedTuple.(eachrow(X)))) end function target_transform(act_frac) From e7cc4e20d8179147cbe4658f0187e11e8b623be2 Mon Sep 17 00:00:00 2001 From: Mikhail Mints Date: Sun, 27 Aug 2023 07:53:48 -0400 Subject: [PATCH 3/4] Fix scheme types for tests, generalize NN builder --- src/ActivationEmulatorModels.jl | 51 +++++++++++++++++++-------- src/AerosolActivation.jl | 24 ++++++------- src/CommonTypes.jl | 3 +- test/aerosol_activation_tests.jl | 59 ++++++++++++++++++++++++-------- test/gpu_tests.jl | 9 ++--- test/performance_tests.jl | 3 +- 6 files changed, 101 insertions(+), 48 deletions(-) diff --git a/src/ActivationEmulatorModels.jl b/src/ActivationEmulatorModels.jl index 232272604..8ede6ed95 100644 --- a/src/ActivationEmulatorModels.jl +++ b/src/ActivationEmulatorModels.jl @@ -9,25 +9,46 @@ import StatsBase import Distributions struct NNBuilder <: MLJFlux.Builder - n1::Int - n2::Int - n3::Int - dropout1::Float64 - dropout2::Float64 - dropout3::Float64 + layer_sizes::Vector{Integer} + dropout::Vector{Float64} end function MLJFlux.build(builder::NNBuilder, rng, n_in, n_out) + @assert length(builder.layer_sizes) == length(builder.dropout) + num_hidden_layers = length(builder.layer_sizes) init = Flux.glorot_uniform(rng) - return Flux.Chain( - Flux.Dense(n_in => builder.n1, Flux.relu, init = init), - Flux.Dropout(builder.dropout1), - Flux.Dense(builder.n1 => builder.n2, Flux.relu, init = init), - Flux.Dropout(builder.dropout2), - Flux.Dense(builder.n2 => builder.n3, Flux.relu, init = init), - Flux.Dropout(builder.dropout3), - Flux.Dense(builder.n3 => n_out, init = init), - ) + layers::Vector{Any} = [] + if num_hidden_layers == 0 + push!(layers, Flux.Dense(n_in => n_out, init = init)) + else + push!( + layers, + Flux.Dense( + n_in => builder.layer_sizes[1], + Flux.sigmoid_fast, + init = init, + ), + ) + end + for i in 1:num_hidden_layers + push!(layers, Flux.Dropout(builder.dropout[i])) + if i == num_hidden_layers + push!( + layers, + Flux.Dense(builder.layer_sizes[i] => n_out, init = init), + ) + else + push!( + layers, + Flux.Dense( + builder.layer_sizes[i] => builder.layer_sizes[i + 1], + Flux.sigmoid_fast, + init = init, + ), + ) + end + end + return Flux.Chain(layers...) end mutable struct GPRegressor <: MLJ.Deterministic diff --git a/src/AerosolActivation.jl b/src/AerosolActivation.jl index 13b57d8e8..074ed9bea 100644 --- a/src/AerosolActivation.jl +++ b/src/AerosolActivation.jl @@ -235,13 +235,13 @@ in each aerosol size distribution mode. """ function N_activated_per_mode( param_set::APS, - scheme::CT.AbstractParameterizedAerosolActivation, + scheme::ST, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, w::FT, q::TD.PhasePartition{FT}, -) where {FT <: Real} +) where {FT <: Real, ST <: CT.AbstractParameterizedAerosolActivation} smax::FT = max_supersaturation(param_set, scheme, ad, T, p, w, q) sm = critical_supersaturation(param_set, ad, T) N_activated_per_mode(param_set, scheme, ad, T, p, w, q, smax, sm) @@ -249,7 +249,7 @@ end function N_activated_per_mode( param_set::APS, - scheme::CT.AbstractParameterizedAerosolActivation, + scheme::ST, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, @@ -257,7 +257,7 @@ function N_activated_per_mode( q::TD.PhasePartition{FT}, smax, sm, -) where {FT <: Real} +) where {FT <: Real, ST <: CT.AbstractParameterizedAerosolActivation} return ntuple(Val(AM.n_modes(ad))) do i mode_i = ad.Modes[i] @@ -316,13 +316,13 @@ per mode of the aerosol size distribution. """ function M_activated_per_mode( param_set::APS, - scheme::CT.AbstractParameterizedAerosolActivation, + scheme::ST, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, w::FT, q::TD.PhasePartition{FT}, -) where {FT <: Real} +) where {FT <: Real, ST <: CT.AbstractParameterizedAerosolActivation} smax = max_supersaturation(param_set, scheme, ad, T, p, w, q) sm = critical_supersaturation(param_set, ad, T) M_activated_per_mode(param_set, scheme, ad, T, p, w, q, smax, sm) @@ -330,7 +330,7 @@ end function M_activated_per_mode( param_set::APS, - scheme::CT.AbstractParameterizedAerosolActivation, + scheme::ST, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, @@ -338,7 +338,7 @@ function M_activated_per_mode( q::TD.PhasePartition{FT}, smax, sm, -) where {FT <: Real} +) where {FT <: Real, ST <: CT.AbstractParameterizedAerosolActivation} return ntuple(Val(AM.n_modes(ad))) do i mode_i = ad.Modes[i] @@ -369,13 +369,13 @@ Returns the total number of activated aerosol particles. """ function total_N_activated( param_set::APS, - scheme::CT.AbstractAerosolActivation, + scheme::ST, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, w::FT, q::TD.PhasePartition{FT}, -) where {FT <: Real} +) where {FT <: Real, ST <: CT.AbstractAerosolActivation} return sum(N_activated_per_mode(param_set, scheme, ad, T, p, w, q)) @@ -395,13 +395,13 @@ Returns the total mass of activated aerosol particles. """ function total_M_activated( param_set::APS, - scheme::CT.AbstractAerosolActivation, + scheme::ST, ad::CT.AbstractAerosolDistribution, T::FT, p::FT, w::FT, q::TD.PhasePartition{FT}, -) where {FT <: Real} +) where {FT <: Real, ST <: CT.AbstractAerosolActivation} return sum(M_activated_per_mode(param_set, scheme, ad, T, p, w, q)) diff --git a/src/CommonTypes.jl b/src/CommonTypes.jl index e82783b4a..6fab68fae 100644 --- a/src/CommonTypes.jl +++ b/src/CommonTypes.jl @@ -49,7 +49,8 @@ abstract type AbstractAerosolActivation end The type for all aerosol activation schemes that use a parameterization based on maximum supersaturation (as opposed to using an ML emulator) """ -abstract type AbstractParameterizedAerosolActivation end +abstract type AbstractParameterizedAerosolActivation <: + AbstractAerosolActivation end """ ARG2000Type diff --git a/test/aerosol_activation_tests.jl b/test/aerosol_activation_tests.jl index 470237911..aac306531 100644 --- a/test/aerosol_activation_tests.jl +++ b/test/aerosol_activation_tests.jl @@ -6,6 +6,7 @@ import Thermodynamics as TD const AM = CM.AerosolModel const AA = CM.AerosolActivation +const CMT = CM.CommonTypes const CMP = CM.Parameters include(joinpath(pkgdir(CM), "test", "create_parameters.jl")) @@ -18,6 +19,8 @@ function test_aerosol_activation(FT) param_set = cloud_microphysics_parameters(toml_dict) thermo_params = CMP.thermodynamics_params(param_set) + ARG2000 = CMT.ARG2000Type() + # Atmospheric conditions T = FT(294) # air temperature K p = FT(1e5) # air pressure Pa @@ -147,15 +150,41 @@ function test_aerosol_activation(FT) TT.@test all( AA.mean_hygroscopicity_parameter(param_set, AM_t) .> 0.0, ) - TT.@test AA.max_supersaturation(param_set, AM_t, T, p, w, q) > 0.0 + TT.@test AA.max_supersaturation( + param_set, + ARG2000, + AM_t, + T, + p, + w, + q, + ) > 0.0 TT.@test all( - AA.N_activated_per_mode(param_set, AM_t, T, p, w, q) .> 0.0, + AA.N_activated_per_mode(param_set, ARG2000, AM_t, T, p, w, q) .> + 0.0, ) TT.@test all( - AA.M_activated_per_mode(param_set, AM_t, T, p, w, q) .> 0.0, + AA.M_activated_per_mode(param_set, ARG2000, AM_t, T, p, w, q) .> + 0.0, ) - TT.@test AA.total_N_activated(param_set, AM_t, T, p, w, q) > 0.0 - TT.@test AA.total_M_activated(param_set, AM_t, T, p, w, q) > 0.0 + TT.@test AA.total_N_activated( + param_set, + ARG2000, + AM_t, + T, + p, + w, + q, + ) > 0.0 + TT.@test AA.total_M_activated( + param_set, + ARG2000, + AM_t, + T, + p, + w, + q, + ) > 0.0 end end @@ -188,15 +217,15 @@ function test_aerosol_activation(FT) TT.@testset "order of modes does not matter" begin - TT.@test AA.total_N_activated(param_set, AM_3_B, T, p, w, q) == - AA.total_N_activated(param_set, AM_2_B, T, p, w, q) - TT.@test AA.total_M_activated(param_set, AM_3_B, T, p, w, q) == - AA.total_M_activated(param_set, AM_2_B, T, p, w, q) + TT.@test AA.total_N_activated(param_set, ARG2000, AM_3_B, T, p, w, q) == + AA.total_N_activated(param_set, ARG2000, AM_2_B, T, p, w, q) + TT.@test AA.total_M_activated(param_set, ARG2000, AM_3_B, T, p, w, q) == + AA.total_M_activated(param_set, ARG2000, AM_2_B, T, p, w, q) - TT.@test AA.total_N_activated(param_set, AM_3_κ, T, p, w, q) == - AA.total_N_activated(param_set, AM_2_κ, T, p, w, q) - TT.@test AA.total_M_activated(param_set, AM_3_κ, T, p, w, q) == - AA.total_M_activated(param_set, AM_2_κ, T, p, w, q) + TT.@test AA.total_N_activated(param_set, ARG2000, AM_3_κ, T, p, w, q) == + AA.total_N_activated(param_set, ARG2000, AM_2_κ, T, p, w, q) + TT.@test AA.total_M_activated(param_set, ARG2000, AM_3_κ, T, p, w, q) == + AA.total_M_activated(param_set, ARG2000, AM_2_κ, T, p, w, q) end TT.@testset "Abdul-Razzak and Ghan 2000 Fig 1" begin @@ -252,10 +281,10 @@ function test_aerosol_activation(FT) AD_κ = AM.AerosolDistribution((paper_mode_1_κ, paper_mode_2_κ)) N_act_frac_B[it] = - AA.N_activated_per_mode(param_set, AD_B, T, p, w, q)[1] / + AA.N_activated_per_mode(param_set, ARG2000, AD_B, T, p, w, q)[1] / N_1_paper N_act_frac_κ[it] = - AA.N_activated_per_mode(param_set, AD_κ, T, p, w, q)[1] / + AA.N_activated_per_mode(param_set, ARG2000, AD_κ, T, p, w, q)[1] / N_1_paper it += 1 end diff --git a/test/gpu_tests.jl b/test/gpu_tests.jl index 6ca3215eb..9649fff0f 100644 --- a/test/gpu_tests.jl +++ b/test/gpu_tests.jl @@ -57,6 +57,7 @@ end i = @index(Group, Linear) thermo_params = CMP.thermodynamics_params(prs) + arg2000 = CMT.ARG2000Type() # atmospheric conditions (taken from aerosol activation tests) T = FT(294) # air temperature K p = FT(1e5) # air pressure Pa @@ -98,11 +99,11 @@ end output[1, i] = AA.mean_hygroscopicity_parameter(prs, arsl_dst_B)[1] output[2, i] = AA.mean_hygroscopicity_parameter(prs, arsl_dst_κ)[1] - output[3, i] = AA.total_N_activated(prs, arsl_dst_B, args...) - output[4, i] = AA.total_N_activated(prs, arsl_dst_κ, args...) + output[3, i] = AA.total_N_activated(prs, arg2000, arsl_dst_B, args...) + output[4, i] = AA.total_N_activated(prs, arg2000, arsl_dst_κ, args...) - output[5, i] = AA.total_M_activated(prs, arsl_dst_B, args...) - output[6, i] = AA.total_M_activated(prs, arsl_dst_κ, args...) + output[5, i] = AA.total_M_activated(prs, arg2000, arsl_dst_B, args...) + output[6, i] = AA.total_M_activated(prs, arg2000, arsl_dst_κ, args...) end end diff --git a/test/performance_tests.jl b/test/performance_tests.jl index 8d03bab51..cfb0325ee 100644 --- a/test/performance_tests.jl +++ b/test/performance_tests.jl @@ -54,6 +54,7 @@ function benchmark_test(FT) sb2006vel = CMT.SB2006VelType() ch2022 = CMT.Chen2022Type() dust = CMT.DesertDustType() + arg2000 = CMT.ARG2000Type() ρ_air = FT(1.2) T_air = FT(280) @@ -101,7 +102,7 @@ function benchmark_test(FT) # aerosol activation bench_press( AA.total_N_activated, - (prs, aer_distr, T_air, p_air, w_air, q), + (prs, arg2000, aer_distr, T_air, p_air, w_air, q), 1300, ) From e73b042878e8608f311ebdc6cba3c72d88994c5a Mon Sep 17 00:00:00 2001 From: Mikhail Mints Date: Tue, 5 Sep 2023 13:22:50 -0400 Subject: [PATCH 4/4] Add additional ARG parameters (g function coefficient and exponents), upload serialized NN models --- .../1modal_nn_machine_naive.jls | Bin 0 -> 2984992 bytes .../2modal_nn_machine_naive.jls | Bin 0 -> 4107873 bytes .../3modal_nn_machine_naive.jls | Bin 0 -> 6313968 bytes .../4modal_nn_machine_naive.jls | Bin 0 -> 7753353 bytes docs/src/ARGplots.jl | 4 ++-- src/AerosolActivation.jl | 18 +++++++++++++++--- src/Parameters.jl | 5 ++++- src/PreprocessAerosolData.jl | 4 +--- 8 files changed, 22 insertions(+), 9 deletions(-) create mode 100644 aerosol_activation_emulators/1modal_nn_machine_naive.jls create mode 100644 aerosol_activation_emulators/2modal_nn_machine_naive.jls create mode 100644 aerosol_activation_emulators/3modal_nn_machine_naive.jls create mode 100644 aerosol_activation_emulators/4modal_nn_machine_naive.jls diff --git a/aerosol_activation_emulators/1modal_nn_machine_naive.jls b/aerosol_activation_emulators/1modal_nn_machine_naive.jls new file mode 100644 index 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