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Memory exhaustion while running NDSolve

I run into the "No more memory available" error message in Mathematica. I understand that "Parallelize[]" isn't (obviously) going to help me. Neither has "ClearSystemCache[]".

What gives? Do I just need more RAM?

My Code

Needs["VectorAnalysis`"]
Needs["DifferentialEquations`InterpolatingFunctionAnatomy`"];
Clear[Eq4, EvapThickFilm, h, S, G, E1, K1, D1, VR, M, R]
Eq4[h_, {S_, G_, E1_, K1_, D1_, VR_, M_, R_}] := \!\(
\*SubscriptBox[\(\[PartialD]\), \(t\)]h\) + 
    Div[-h^3 G Grad[h] + 
      h^3 S Grad[Laplacian[h]] + (VR E1^2 h^3)/(D1 (h + K1)^3)
        Grad[h] + M (h/(1 + h))^2 Grad[h]] + E1/(
    h + K1) + (R/6) D[D[(h^2/(1 + h)), x] h^3, x] == 0;
SetCoordinates[Cartesian[x, y, z]];
EvapThickFilm[S_, G_, E1_, K1_, D1_, VR_, M_, R_] := 
  Eq4[h[x, y, t], {S, G, E1, K1, D1, VR, M, R}];
TraditionalForm[EvapThickFilm[S, G, E1, K1, D1, VR, M, R]];

L = 318; TMax = 10;
Off[NDSolve::mxsst];
Clear[Kvar];
Kvar[t_] :=  Piecewise[{{1, t <= 1}, {2, t > 1}}]
(*Ktemp = Array[0.001+0.001#^2&,13]*)
hSol = h /. NDSolve[{
     (*S,G,E,K,D,VR,M*)

     EvapThickFilm[1, 3, 0.1, 7, 0.01, 0.1, 0, 160],
     h[0, y, t] == h[L, y, t],
     h[x, 0, t] == h[x, L, t],
     (*h[x,y,0] == 1.1+Cos[x] Sin[2y] *)
     h[x, y, 0] == 
      1 + (-0.25 Cos[2 \[Pi] x/L] - 0.25 Sin[2 \[Pi] x/L]) Cos[
         2 \[Pi] y/L]
     },
    h,
    {x, 0, L},
    {y, 0, L},
    {t, 0, TMax},
    MaxStepSize -> 0.1
    ][[1]]

hGrid = InterpolatingFunctionGrid[hSol];

Error message

No more memory available.
Mathematica kernel has shut down.
Try quitting other applications and then retry.

My OS specs

Intel Core 2 Duo with 4.00 GB ram, 64 bit OS (Windows 7)

like image 694
dearN Avatar asked Sep 26 '11 17:09

dearN


1 Answers

Here you may get a taste of what is happening:

Replace

MaxStepSize -> 0.1

by

MaxStepFraction -> 1/30

And run your code.

Then:

p = Join[#,Reverse@#]&@ 
     Table[Plot3D[hSol[x, y, i], {x, 0, L}, {y, 0, L},
                  PlotRange -> {All, All, {0, 4}}], 
     {i, 7, 8, .1}]

Export["c:\\plot.gif", p]  

So, Mma is trying to refine the solution at those peaks, to no avail. enter image description here

like image 131
Dr. belisarius Avatar answered Sep 27 '22 20:09

Dr. belisarius