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Scripts for investigating the use of the Sideband Beam to enhance the capture efficiency of the 2-D MOT.

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Karthik 2021-07-19 12:55:17 +02:00
parent 090b08840c
commit 5f068db1c1
2 changed files with 81 additions and 0 deletions
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48
+Scripts/optimizingForSidebandEnhancement.m Normal file
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OptionsStruct = struct;
OptionsStruct.ErrorEstimationMethod = 'bootstrap'; % 'jackknife' | 'bootstrap'
OptionsStruct.NumberOfAtoms = 5000;
OptionsStruct.TimeStep = 50e-06; % in s
OptionsStruct.SimulationTime = 4e-03; % in s
OptionsStruct.SpontaneousEmission = true;
OptionsStruct.SidebandBeam = true;
OptionsStruct.PushBeam = true;
OptionsStruct.Gravity = true;
OptionsStruct.BackgroundCollision = true;
OptionsStruct.SaveData = true;
% OptionsStruct.SaveDirectory = '';
options = Helper.convertstruct2cell(OptionsStruct);
clear OptionsStruct
Oven = Simulator.Oven(options{:});
MOT2D = Simulator.TwoDimensionalMOT(options{:});
%%
MOT2D.NumberOfAtoms = 5000;
MOT2D.TotalPower = 0.4;
MOT2D.SidebandBeam = true;
NumberOfPointsForFirstParam = 10; %iterations of the simulation
NumberOfPointsForSecondParam = 10;
DetuningArray = linspace(-0.5, -5.0, NumberOfPointsForFirstParam) * Helper.PhysicsConstants.BlueLinewidth;
PowerArray = linspace(0.1, 1.0, NumberOfPointsForSecondParam) * MOT2D.TotalPower;
tStart = tic;
[LoadingRateArray, ~, ~] = Scripts.scanForSidebandEnhancement(Oven, MOT2D, 'Blue', 'BlueSideband', DetuningArray, PowerArray);
tEnd = toc(tStart);
fprintf('Total Computational Time: %0.1f seconds. \n', tEnd);
% - Plot results
OptionsStruct = struct;
OptionsStruct.RescalingFactorForFirstParameter = (Helper.PhysicsConstants.BlueLinewidth)^-1;
OptionsStruct.XLabelString = 'Sideband Beam Detuning (\Delta/\Gamma)';
OptionsStruct.RescalingFactorForSecondParameter = 1000;
OptionsStruct.YLabelString = 'Sideband Beam Power (mW)';
OptionsStruct.RescalingFactorForQuantityOfInterest = 1e-9;
OptionsStruct.ZLabelString = 'Loading rate (x 10^{9} atoms/s)';
OptionsStruct.TitleString = sprintf('Magnetic Gradient = %.0f (G/cm)', MOT2D.MagneticGradient * 100);
options = Helper.convertstruct2cell(OptionsStruct);
Plotter.plotResultForTwoParameterScan(DetuningArray, PowerArray, LoadingRateArray, options{:})
clear OptionsStruct

33
+Scripts/scanForSidebandEnhancement.m Normal file
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function [LoadingRateArray, StandardErrorArray, ConfidenceIntervalArray] = scanForSidebandEnhancement(ovenObj, MOTobj, CBBeamName, SBBeamName, SBDetuningArray, SBPowerArray)
Beams = MOTobj.Beams;
CoolingBeam = Beams{cellfun(@(x) strcmpi(x.Alias, CBBeamName), Beams)};
SidebandBeam = Beams{cellfun(@(x) strcmpi(x.Alias, SBBeamName), Beams)};
NumberOfPointsForFirstParam = length(SBDetuningArray);
NumberOfPointsForSecondParam = length(SBPowerArray);
LoadingRateArray = zeros(NumberOfPointsForFirstParam, NumberOfPointsForSecondParam);
StandardErrorArray = zeros(NumberOfPointsForFirstParam, NumberOfPointsForSecondParam);
ConfidenceIntervalArray = zeros(NumberOfPointsForFirstParam, NumberOfPointsForSecondParam, 2);
for i=1:NumberOfPointsForFirstParam
eval(sprintf('SidebandBeam.%s = %d;', 'Detuning', SBDetuningArray(i)));
for j=1:NumberOfPointsForSecondParam
eval(sprintf('SidebandBeam.%s = %d;', 'Power', SBPowerArray(j)));
eval(sprintf('CoolingBeam.%s = %d;', 'Power', MOTobj.TotalPower - SBPowerArray(j)));
[LoadingRateArray(i,j), StandardErrorArray(i,j), ConfidenceIntervalArray(i,j,:)] = MOTobj.runSimulation(ovenObj);
end
end
if MOTobj.DoSave
LoadingRate = struct;
LoadingRate.Values = LoadingRateArray;
LoadingRate.Errors = StandardErrorArray;
LoadingRate.CI = ConfidenceIntervalArray;
MOTobj.Results = LoadingRate;
SaveFolder = [MOTobj.SaveDirectory filesep 'Results'];
Filename = ['TwoParameterScan_' datestr(now,'yyyymmdd_HHMM')];
eval([sprintf('%s_Object', Filename) ' = MOTobj;']);
mkdir(SaveFolder);
save([SaveFolder filesep Filename], sprintf('%s_Object', Filename));
end
end