Integration of these kind of functions
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I want to integrate
is a 2 by 2 matrix (given below),
is identity matrix of order 2, and Eand η and positive real numbers. I want to calculate this integration (for each component of the matrix) with Note that the integrand does not diverges as long as η is non-zero, however when η is significantly small, the integrand can be very large for some points in
plane. As an example, I have plot the imaginary part of (1,2) componet of the integrand matrix for
and
below. (the other components also follow the same behavior):

It can be seen that when η is small the integrand is fairly smooth and can be integrated easily even with integrate2 function. But when η is small, the integrand has very sharp peaks due to which integral2 fails. To calculate the correct integration with small η by trapz, we need a lot of grid points which makes everything very slow.
Is there a way to calculate this integration with
?
I have analytically calculated the condition for which the integrand shows sharp peaks, that condition is:
where
are components of matrix H. We could also find the exact
points on which the condition is satisfied.
are components of matrix H. We could also find the exact
points on which the condition is satisfied.
where x are the roots of equation
and y is all values between -1 and +1. And

So, for each y there will be 4 roots, x, which will give eight
pionts (four
and four
. From these eight
pionts, we will take only the real
; imaginary
must be neglected. Also for each y there will be two
points (one
and one
.
and four
. From these eight
and one Is there any way to tell MATLAB to take a lot of gird pionts near
points and then calculate the integration? Or is there any way to calculate this type of integration?
Code:
clear; clc;
% parameters
E = 4.4;
eta = 0.1;5e-4;
% kx and ky limits and points
dkx = 0.006;
dky = dkx;
xmin = -2*pi/(3*sqrt(3));
xmax = 4*pi/(3*sqrt(3));
ymin = -2*pi/3;
ymax = 2*pi/3;
kxs = xmin:dkx:xmax;
kys = ymin:dky:ymax;
NBZx = length(kxs);
NBZy = length(kys);
% H matrix:
J = 1;
Dz = 0.5;
S = 1;
s0 = eye(2);
sx = [0, 1; 1, 0];
sy = [0, -1i; 1i, 0];
sz = [1, 0; 0, -1];
h0 = 3 * J * S;
hx = @(kx, ky) -J * S * (cos(ky / 2 - (3^(1/2) * kx) / 2) + cos(ky / 2 + (3^(1/2) * kx) / 2) + cos(ky));
hy = @(kx, ky) -J * S * (sin(ky / 2 - (3^(1/2) * kx) / 2) + sin(ky / 2 + (3^(1/2) * kx) / 2) - sin(ky));
hz = @(kx, ky) -2 * Dz * S * (sin(3^(1/2) * kx) + sin((3 * ky) / 2 - (3^(1/2) * kx) / 2) - sin((3 * ky) / 2 + (3^(1/2) * kx) / 2));
H = @(kx, ky) s0 * h0 + sx * hx(kx, ky) + sy * hy(kx, ky) + sz * hz(kx, ky);
%integrand:
G00 = @(kx, ky) inv(E*eye(2) - H(kx,ky) + 1i*eye(2)*eta); %integrand
2 Comments
David Goodmanson
on 17 Jan 2024
Hi Luqman,
since G00 appears to be a 2x2 matrix, what quantity are you plotting?
Answers (0)
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