From 9625639cc4b73c480759aef11ddfa0eb4abcf78b Mon Sep 17 00:00:00 2001 From: Leandro Martinez Date: Tue, 25 Feb 2025 12:10:32 -0300 Subject: [PATCH] generate plots as example blocs in remd --- docs/make.jl | 1 + docs/src/images/REMD/hremd2.svg | 125 -------------------------- docs/src/images/REMD/remd_heatmap.png | Bin 38853 -> 0 bytes docs/src/images/REMD/replica_path.png | Bin 298338 -> 0 bytes docs/src/remd.md | 90 +++++++++---------- 5 files changed, 45 insertions(+), 171 deletions(-) delete mode 100644 docs/src/images/REMD/hremd2.svg delete mode 100644 docs/src/images/REMD/remd_heatmap.png delete mode 100644 docs/src/images/REMD/replica_path.png diff --git a/docs/make.jl b/docs/make.jl index 23cb7402..45484185 100644 --- a/docs/make.jl +++ b/docs/make.jl @@ -1,6 +1,7 @@ import Pkg Pkg.add("Documenter") using Documenter +using Plots push!(LOAD_PATH, "../") push!(LOAD_PATH, "../src/") using MolSimToolkit diff --git a/docs/src/images/REMD/hremd2.svg b/docs/src/images/REMD/hremd2.svg deleted file mode 100644 index db71dbe3..00000000 --- a/docs/src/images/REMD/hremd2.svg +++ /dev/null @@ -1,125 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/src/images/REMD/remd_heatmap.png b/docs/src/images/REMD/remd_heatmap.png deleted file mode 100644 index f065e61dd8aa1c6b26c8937e9526c36dae38f6eb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 38853 zcmZ5|1y~eY+_!pB79xJ`9>F$#5ZUmMRX#r^w0qO3N?(PQZ?ym3Pz3=veKfc$oR;Q9z8-87ZZ|y^yrD|qeqV;AWy)WTb1Ae@bpYy zQdH>C{lm}q`mE?jk4PVh3%yr#N!pon)>K%(<2;~#%q-R%QBR>Ei-E|gex9O~tDHYQ zuaRGGX8mU zE7!&w3jTpEdwy}Wb^8>Sl)z7VxDThIt=#H^2A&_`ibX&kKYCO*N{Rv2yJWv7M|kw; 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index 4e1cdad8..7aea3dba 100644 --- a/docs/src/remd.md +++ b/docs/src/remd.md @@ -1,3 +1,7 @@ +```@meta +CollapsedDocStrings = true +``` + # Replica exchange analysis The `remd_data` function reads the output of a Gromacs-generated @@ -21,9 +25,9 @@ First, read the data from the Gromacs simulation log file: ```julia-repl julia> using MolSimToolkit -julia> data = remd_data(MolSimToolkit.remd_production_log) +julia> data = remd_data("gromacs.log") ``` -where `MolSimToolkit.hremd_production_log` is an example `log` file produced by Gromacs. +where "gromacs.log" would be a `log` file produced by Gromacs. This will result in a data structure with three fields: @@ -43,23 +47,22 @@ of `remd_data`: ```@example using MolSimToolkit using Plots -data = remd_data(MolSimToolkit.remd_production_log) +data = remd_data(MolSimToolkit.gmx5_0_4_log) heatmap(data) ``` -![](./images/REMD/remd_heatmap.png) - -The number of replicas here is 10 (0-9), thus the expected ideal probability of finding each replica -in each level is $1/10$. The probabilities are divided by $1/10$, such that $1.0$ implies +The number of replicas here is 16 (0-15), thus the expected ideal probability of finding each replica +in each level is $1/16$. The probabilities are divided by $1/16$, such that $1.0$ implies an optimal exchange at that replica and level. -The example displays a reasonably good replica exchange pattern. However, -replica 2 sampled level 0 about 30% more than expected, and replica 8 sampled -level 0 about 30% less than expected, as indicated by the 1.3 and 0.7 annotations. - To produce a similar heatmap, but with the absolute (not normalized) probabilities of observing each replica at each level, use `heatmap(data; probability_type=:absolute)`. +In the above example, replica 1 got trapped in the first 5 levels, +while a block is noticeable for replicas 10-12, which display high +probabilities to be found at levels 13 to 15. Thus, this is an example +of a inadequate exchange between the levels. + !!! compat The `probability_type` option of `heatmap` was introduced in version 1.7.0. @@ -70,54 +73,49 @@ This can be obtained with the `remd_replica_path` function. For example, to obta of the replicas of number 0 and 1. Replica 0 appeares to have visited reasonably well all levels from 0 to 12, and replica 1 appears to be trapped in leves 13 to 15. -```julia +```@example +using MolSimToolkit +using Plots +data = remd_data(MolSimToolkit.gmx5_0_4_log) + # Obtain the paths -path0 = remd_replica_path(data, 0; stride = 500) -path1 = remd_replica_path(data, 1; stride = 500) +path0 = remd_replica_path(data, 0; stride = 1) +path10 = remd_replica_path(data, 10; stride = 1) # Plot the path -default(fontfamily="Computer Modern") -plot( - [path0 path1], - xlabel="step", - ylabel="replica level", - label=[ "Replica 0" "Replica 1" ], - framestyle=:box -) +plt = plot(MolSimStyle, xlabel="step", ylabel="replica level") +plot!(plt, path0, label="replica 0", linewidth=2) +plot!(plt, path10, label="replica 10", linewidth=2) ``` -Producing the following plot: - -![](./images/REMD/replica_path.png) - -The plot confirms that the replica starting at position 0 sampled properly all states from 0 to 12, -while the replica starting at position 1 was trapped in the high energy states. +The plot confirms that the replica starting at position 0 sampled preferentially the +first 5 states, while replica 10 was trapped temporarily in the high level states, +in this sample run. ## Probability data An alternative visualization of the exchange process is given by the probability matrix: -```julia-repl -julia> scatter( - data.probability_matrix, - labels= Ref("Replica ") .* string.((0:9)'), - framestyle=:box, - linewidth=2, - ylims=(0,0.12), xlims=(0.7, 10.3), - xlabel="Level", xticks=(1:10, 0:9), - ylabel="Probability", - alpha=0.5, - margin=0.5Plots.Measures.cm, - ) +```@example +using MolSimToolkit +using Plots +data = remd_data(MolSimToolkit.gmx5_0_4_log) +scatter(MolSimStyle, + data.probability_matrix, + labels= Ref("Replica ") .* string.((0:15)'), + linewidth=2, + ylims=(0,0.12), xlims=(0.7, 16.3), + xlabel="Level", xticks=(1:16, 0:15), + ylabel="Probability", + alpha=0.5, + margin=0.5Plots.Measures.cm, + legend=:outertopright, +) ``` -Which produces: - -![hremd2.svg](./images/REMD/hremd2.svg) - -Ideally, the probability of each replica populaing each level should be the inverse of the number of replicas (here $1/10$). In this case, the simulation does not provide a proper sampling -of exchanges, becuse it is a short extract of a longer simulation. +Ideally, the probability of each replica populaing each level should be the inverse of the number of replicas (here $$1/16 == 0.0625$$). In this case, the simulation does not provide a proper sampling +of exchanges, as it is a short extract of a longer simulation. ## Reference functions