In this paper, we employ a combination of all-atom-MD-machine-learning approach to quantify water-water hydrogen bonding inside anionic polyelectrolyte brush layer with different charge fractions. This is Arka’s 1st paper, Tanmay’s 3rd paper, Raashiq’s 4th paper, Turash’s 13th paper from the group.