I am studying the concept of a "gain medium" inside a laser cavity. The active atoms are taken to have the two levels $a$ and $b$, separated by energy $\hbar \omega$ and represented by a density matrix $\rho$. The atoms are stationary.
The equation of motion of the density matrix is
$$\dot{\rho} = -i[H, \rho] - \dfrac{1}{2}\left(\Gamma \rho + \rho \Gamma \right) + \lambda,$$
where
$$\rho = \begin{bmatrix} \rho_{aa} & \rho_{ab} \\ \rho_{ba} & \rho_{bb} \end{bmatrix}, \ \ \ \ \ H = \begin{bmatrix} W_{a} & V \\ V & W_{b} \end{bmatrix}, \\ \Gamma = \begin{bmatrix} \gamma_{a} & 0 \\ 0 & \gamma_{b} \end{bmatrix}, \ \ \ \ \ \lambda = \begin{bmatrix} \lambda_{a} & 0 \\ 0 & \lambda_{b} \end{bmatrix}$$
The perturbation Hamiltonian is $\hbar V$, and the unperturbed energies of the levels are $\hbar W_a$ and $\hbar W_b$. Furthermore, the two levels decay with damping constants $\gamma_a$ and $\gamma_b$, and are populated by pumping at rates $\lambda_a$ and $\lambda_b$.
Therefore, using the Fourier expansion of the electric field $E(z, t) = \sum\limits_n A_n(t) u_n(z)$, where $u_n(z) = \sin(k_n z)$ and $k_n = \dfrac{n \pi}{L}$, my notes claim that the electric dipole approximation for the perturbation becomes
$$V(t) = -A(t) \wp u(z) / \hbar$$
Note that we are now considering a single cavity mode, so we drop the subscript $n$.
[See this related question.]
We now write the time dependence of the electric field $A(t)$ in terms of the amplitude $E(t)$ and phase $\phi(t)$, which vary slowly in an optical period $2\pi/\nu$:
$$A(t) = E(t) \cos[\nu t + \phi(t)]$$
[See this related question.]
Now take
$$\delta(t) = E(t) e^{-i[\nu t + \phi(t)]}$$
to be the positive frequency part of the electric field.
[See this related question.]
So we can now write the off-diagonal terms in the density-matrix equation as
$$\dot{\rho}_{ab} = -(i\omega + \gamma)\rho_{ab} - i(\rho_{aa} - \rho_{bb})A(t) \wp u(z)/\hbar,$$
where $\gamma = \dfrac{1}{2} (\gamma_a + \gamma_b)$
[See this related question.]
The steady-state solution of this equation gives
$$\rho_{ab} = -\dfrac{1}{2} \dfrac{i(\rho_{aa} - \rho_{bb}) \delta(t) \wp u(z)}{\hbar[\gamma + i(\omega - \nu)]},$$
where it is assumed that the population inversion varies slowly compared with $\rho_{ab}$, and the "rotating-wave approximation" has been used.
We can now combine $V(t) = -A(t) \wp u(z) / \hbar$ and $\rho_{ab} = -\dfrac{1}{2} \dfrac{i(\rho_{aa} - \rho_{bb}) \delta(t) \wp u(z)}{\hbar[\gamma + i(\omega - \nu)]}$ to get
$$iV(t)(\rho_{ab} - \rho_{ba}) = -\dfrac{1}{2} \left( \dfrac{\wp}{\hbar} \right)^2 (\rho_{aa} - \rho_{bb}) A(t) \times \left( \dfrac{\delta(t)}{\gamma + i(\omega - \nu)} + \dfrac{\delta^*(t)}{\gamma - i(\omega - \nu)} \right) u^2(z)$$
Now, if we only keep the "slowly varying terms" in this expression, then the diagonal terms in the equation $\dot{\rho} = -i[H, \rho] - \dfrac{1}{2}\left(\Gamma \rho + \rho \Gamma \right) + \lambda$ become rate equations as follows:
$$\dot{\rho}_{aa} = -\gamma_a \rho_{aa} + \lambda_a + R(\rho_{bb} - \rho_{aa}), \\ \dot{\rho}_{bb} = -\gamma_b \rho_{bb} + \lambda_b - R(\rho_{bb} - \rho_{aa})$$
The rate $R$ of transitions between $a$ and $b$ is said to be
$$R = \left[ \dfrac{\wp^2 E(t)^2}{2\gamma \hbar^2} \right] \mathscr{L}(\omega - \nu)u^2(z) = IR_s \mathscr{L}(\omega - \nu)u^2(z),$$
where $I = \dfrac{\wp^2 E(t)^2}{\hbar^2 \gamma_a \gamma_b}$ is the dimensionless intensity of the field in the cavity, $R_s = \dfrac{1}{2} \dfrac{\gamma_a \gamma_b}{\gamma}$, $u(z) = \sin(kz)$ is the single cavity mode under consideration, and the Lorentzian factor $\mathscr{L}(\omega - \nu) = \dfrac{\gamma^2}{\gamma^2 + (\omega - \nu)^2}$ describes the effect of detuning the laser frequency from the atomic frequency.
What exactly is the point of having / how is it useful to have a "dimensionless intensity"? Isn't dimensionality/units of "intensity" one of the main things that makes the concept useful/meaningful? So how does it even make sense / how is it even meaningful to speak about "intensity" without dimensionality? Or am I confusing "dimensionality" with "units" here?
I remember learning about "dimensionality reduction" and "dimensionless quantities" in a partial differential equations / mathematical modelling class, but, from what I remember, it was moreso used as a mathematical tool/trick for simplification, rather than explained in any meaningful or physical way.