File:Drude Model.gif

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Drude_Model.gif (487 × 90 pixels, file size: 1.14 MB, MIME type: image/gif, looped, 176 frames, 18 s)

Captions

Captions

Drude model

Summary

[edit]
Description
English: Drude model: electrons in a metal are accelerated by an electric field, but they keep bouncing on the metal defects/impurities. The resulting diffusion-like motion produces a roughly steady current.
Date
Source https://mathstodon.xyz/@j_bertolotti/112325484583109559
Author Berto
Permission
(Reusing this file)
https://mathstodon.xyz/@j_bertolotti/111363365323269417

Mathematica 14.0 code

[edit]
(*WARNING: Highly unoptimized code!!!*)

Clear[evo, pos, posold, posoldold, accelerations, oldaccelerations, velocities, halfvelocities, tableForces];
Lx = 10; Ly = 3; (*(Half) Size of the box*)
\[Sigma] = 0.5; (*particle radius*) \[Sigma]plot = 0.55 \[Sigma];(*particle radius for graphing*)
dt = 0.002;
nelectrons = 300;
LJforce[p1_, p2_] := 10*2 (12 \[Sigma]^12/Max[Norm[p1 - p2], \[Sigma]]^13(*-6 \[Sigma]^6/Max[Norm[p1-p2],\[Sigma]]^7*)) Normalize[p1 - p2];
externalForce = {10, 0};
poselectrons = RandomVariate[ UniformDistribution[{{-Lx - 100, -Lx + 1}, {-Ly, Ly}}], nelectrons];
posscatterers = Select[Flatten[ Table[N[i {1, 0} + j {Cos[\[Pi]/3], Sin[\[Pi]/3]}], {i, -Lx + 2, Lx + 2, Lx/6}, {j, -Ly, Ly, Ly/2}], 1], (#[[1]] < Lx + 1 && #[[1]] > -Lx + 2) &];
 nscatterers = Dimensions[posscatterers][[1]];
posscatterers = posscatterers + RandomReal[{-\[Sigma], \[Sigma]}/3, {nscatterers, 2}];
initialvelocities = Table[{5, 0}, {j, 1, nelectrons}];
tableForces = Chop@Table[ LJforce[poselectrons[[i]], posscatterers[[j]]], {i, 1, nelectrons}, {j, 1, nscatterers}]; (*electrons do not interact with each other*)
accelerations = Total@Transpose@tableForces + Threaded@externalForce;
posold = poselectrons;
oldaccelerations = accelerations;
poselectrons = posold + initialvelocities*dt + accelerations/2 dt^2;
velocities = initialvelocities + (accelerations + oldaccelerations)/2 dt;

nsteps = 2000;
evo1 = Reap[Do[
      tableForces = Chop@Table[ LJforce[poselectrons[[i]], posscatterers[[j]]], {i, 1, nelectrons}, {j, 1, nscatterers}]; 
      oldaccelerations = accelerations;
      posold = poselectrons;
      halfvelocities = velocities + accelerations/2 dt;
      
      For[j = 1, j <= nelectrons, j++,
       If[poselectrons[[j, 2]] >= Ly, 
        halfvelocities[[j, 2]] = -Abs[halfvelocities[[j, 2]] ] ];
       If[poselectrons[[j, 2]] <= -Ly, 
        halfvelocities[[j, 2]] = Abs[halfvelocities[[j, 2]] ] ];
       ];
      
      poselectrons = posold + halfvelocities dt;
      accelerations = Total@Transpose@tableForces + Threaded@externalForce;
      velocities = halfvelocities + (accelerations + oldaccelerations)/2 dt;
      Sow[poselectrons];
      , nsteps];][[2, 1]];

current = Reverse@GaussianFilter[ Dimensions[Select[#, (#[[1]] > Lx + 1 && #[[1]] < Lx + 3) &]][[1]] & /@ evo1, 10];
start = 800; length = 700;
frames = Table[
   Grid[{{Graphics[{
        Gray, Disk[#, \[Sigma]plot] & /@ posscatterers,
        Black, Disk[#, \[Sigma]plot] & /@ evo1[[j]]
        ,
        Line[{{-Lx - 5, -Ly - \[Sigma]plot}, {Lx + 5, -Ly - \[Sigma]plot}}], 
        Line[{{-Lx - 5, Ly + \[Sigma]plot}, {Lx + 5, Ly + \[Sigma]plot}}]
        }, PlotRange -> {{-Lx - 1, Lx + 1}, {-Ly - 1, Ly + 1}}]
      ,
      ListPlot[current, Joined -> True , PlotRange -> {{0, length} + {nsteps - j, nsteps - j}, {0, 15}}, AspectRatio -> 1/3, Ticks -> None, Epilog -> {Text["Current", Scaled[{0.5, 0.8}] ]} ]
      }}]
   , {j, start, start + length}];
ListAnimate[frames]

Licensing

[edit]
I, the copyright holder of this work, hereby publish it under the following license:
Creative Commons CC-Zero This file is made available under the Creative Commons CC0 1.0 Universal Public Domain Dedication.
The person who associated a work with this deed has dedicated the work to the public domain by waiving all of their rights to the work worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law. You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission.

File history

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Date/TimeThumbnailDimensionsUserComment
current08:59, 29 April 2024Thumbnail for version as of 08:59, 29 April 2024487 × 90 (1.14 MB)Berto (talk | contribs)Uploaded own work with UploadWizard

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