Search for tag: "pitches"

Seeing More Pitches: Analyzing the Effect of Extended At-Bats on Offensive Production, Kaden Kram, UG '24 (8A052AA1)

At the heart of America's favorite pastime, professional baseball organizations look to build teams and develop game strategies in the pursuit of championships with the heavy influence of…

From  Research Princeton Research Day 3 likes 31 plays

Can Pitchers Gain a New Edge in Baseball by Profiling a Hitter’s Swing Path?, Tony Owens Jr, UG '24 (2278771)

A baseball game is a series of batter, pitcher matchups. The pitcher seeks to do one of two things: prevent the batter from making contact, or cause the batter to make weak contact, which will lead…

From  Research Princeton Research Day 5 likes 60 plays

Pitch Tunneling in Baseball, Ben Zenker, UG '24 (2264109)

Pitch tunneling in baseball is when two pitches look the same for most of their trajectory towards home plate, but then move in opposite directions. Pitchers utilize pitch tunneling to try and fool…

From  Research Princeton Research Day 7 likes 81 plays

Can a Batter Predict an Upcoming Pitch Only Using the Pitch Before?, Atharva Pathak, UG '26 (3993450)

Using a round bat to hit a small round baseball traveling 90+ mph and breaking in unexpected directions is considered the hardest activity in sports. Knowing the speed, break, and location of a pitch…

From  Research Princeton Research Day 5 likes 67 plays

Creating a Division 1 Pitch Grader Using Machine Learning, Alexander Dreger, UG '25 (2763371)

In baseball, the goal of the pitcher is to prevent runs. To do so, they must make it difficult for the batter to hit the ball. There are a variety of techniques and methods the pitcher can use to…

From  Research Princeton Research Day 9 likes 70 plays