Search for tag: "pitches"

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Seeing More Pitches: Analyzing the Effect of… duration 4 minutes 20 seconds Seeing More Pitches: Analyzing the Effect of… Seeing More Pitches: Analyzing the Effect of Extended At-Bats on Offensive Production, Kaden Kram, UG '24 (8A052AA1)	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… prd24 pitches hitter appearance team pitch statistics game plate base season runs count bats percentage hitters player baseball wins 1990s From Research Princeton Research Day 3 likes 31 plays Date May 3rd, 2024 Speaker Kaden Kram, UG '24 (8A052AA1) Department Operations Research and Financial Engineering
Can Pitchers Gain a New Edge in Baseball by… duration 2 minutes 43 seconds Can Pitchers Gain a New Edge in Baseball by… Can Pitchers Gain a New Edge in Baseball by Profiling a Hitter’s Swing Path?, Tony Owens Jr, UG '24 (2278771)	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… prd23 princeton research day undergraduate research whitman college data science batter ball swing plane percentage players pitches batters pitch plate outcomes picture cluster strike groups pitcher plan player basketball location From Research Princeton Research Day 5 likes 62 plays Date May 4th, 2023 Speaker Tony Owens Jr, UG '24 Department Statistics and Machine Learning
Pitch Tunneling in Baseball, Ben Zenker, UG… duration 2 minutes 43 seconds Pitch Tunneling in Baseball, Ben Zenker, UG… Pitch Tunneling in Baseball, Ben Zenker, UG '24 (2264109)	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… prd23 princeton research day undergraduate research new college west council of science and technology baseball biological engineering data science distance pitches pitch tunnel score fastball point picture batter plate tightness swing pictures pitcher curve speed chase batters matter distances From Research Princeton Research Day 7 likes 83 plays Date May 4th, 2023 Speaker Ben Zenker, UG '24 Department Council of Science and Technology
Can a Batter Predict an Upcoming Pitch Only Using… duration 3 minutes 1 second Can a Batter Predict an Upcoming Pitch Only Using… Can a Batter Predict an Upcoming Pitch Only Using the Pitch Before?, Atharva Pathak, UG '26 (3993450)	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… prd23 princeton research day undergraduate research council on science and technology butler college data science pitch change arsenal situations picture matrix pair pitcher sequences pitches batter score unexpectedness situation batters parametrics sequence ball pictures arsenals From Research Princeton Research Day 5 likes 72 plays Date May 4th, 2023 Speaker Atharva Pathak, UG '26 Department Council on Science and Technology
Creating a Division 1 Pitch Grader Using Machine… duration 3 minutes 2 seconds Creating a Division 1 Pitch Grader Using Machine… Creating a Division 1 Pitch Grader Using Machine Learning, Alexander Dreger, UG '25 (2763371)	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… prd23 princeton research undergraduate research new college west council on science and technology data science baseball sabermetrics machine learning runs team run movement fastball pitch expectancy cluster base pitcher pictures ft league pitches relationship linear pitching hour mile ball From Research Princeton Research Day 9 likes 72 plays Date May 4th, 2023 Speaker Alexander Dreger, UG '25 Department Council on Science and Technology