In enthusiast discourse “atw” refers to “at the wheels” as is used when discussing horsepower levels measured on a chassis dyno. In thesis land, “atw” refers to “actual thesis words”. I have just topped 30,000 atw. w00t!
(And about 120,000 not atw. lol…)