Landed on a runway after a rainfall, this particular base rarely experienced rain. As soon as the reversers were deployed we were traveling sideways down the runway. There was nothing in our training to account for this unusual manuver...when in doubt reverse what you had previously done. Reversers were stowed, aircraft recentered...don't remember what I did with the brakes. Tower asked if we were ok...said I needed a clean flight suit.