I am implementing this simplified model at the moment, and I am trying to get my head around the physics concepts behind this model.
So the model has two parts, first is collision predictions, and then collision resolution.
The collision resolution part says that:
When two hard discs collide, the normal force acts along the line connecting their centers (assuming no friction or spin). The impulse ($J_x, J_y$) due to the normal force in the x and y directions of a perfectly elastic collision at the moment of contact is: $$J_x = \frac{J\Delta rx}\sigma, ~~J_y = \frac{J\Delta y}\sigma$$ where $$J= \frac{2m_im_j(\Delta v\cdot \Delta r)}{\sigma(m_i + m_j)}$$
and where $m_i$ and $m_j$ are the masses of particles $i$ and $j,$ and $\sigma, \Delta x, \Delta y$ and $\Delta v \cdot \Delta r$ are defined as above. Once we know the impulse, we can apply Newton's second law (in momentum form) to compute the velocities immediately after the collision.
Can somebody walk me through the concept behind the impulse's above given formula? I am particularly interested how is the impulse related to $\sigma?$ I tried to find an explanation on-line, but none of the tutorials talk explicitly about $\sigma.$
I know that my knowledge is limited (I have never taken dynamics or kinetics courses) but still, if this can be explained in layman terms than please don't give up on me. I will also be happy if somebody will point me to an on-line explanation off-site.
Update, based on @user115350's answer I did this: $$ J_x = J \cos(\theta) = J \frac{(\Delta rx_i + \Delta rx_j)}{\sigma_i + \sigma_j} $$ and similarly $$ J_y = J \sin(\theta) = J \frac{(\Delta ry_i + \Delta ry_j)}{\sigma_i + \sigma_j} $$
Then based on the velocity equations working backwards suggested by @lemon I get this: $$ J_x = m_i(vx_i^\prime - vx_i) $$ $$ J_x = m_j(vx_j^\prime - vx_j) $$ $$ J_y = m_i(vy_i^\prime - vy_i) $$ $$ J_y = m_j(vy_j^\prime - vy_j) $$
and then this: $$ J = \frac {m_i \Delta vx_i \sigma}{\Delta rx_i + \Delta rx_j} $$ $$ J = \frac {m_j \Delta vx_j \sigma}{\Delta rx_i + \Delta rx_j} $$ $$ J = \frac {m_i \Delta vy_i \sigma}{\Delta ry_i + \Delta ry_j} $$ $$ J = \frac {m_j \Delta vy_j \sigma}{\Delta ry_i + \Delta ry_j} $$
So from here, how can I combine these 4 equations to get the original compound formula of J?