param wrote:

I have got a question that how do the heavy metals dissolve in the
water on molecular level like what kind of bonding occurs. what are the
ways (not chemically or chemical reaction) that we can separate these
metals from water.


As salts almost certainly.

E.g. lead acetate or some such.

Many ways to extract, depending on scale of operation and purpose of it ..