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cs.CV2025
Unpaired Translation of Point Clouds for Modeling Detector Response
Mingyang Li, Michelle Kuchera, Raghuram Ramanujan +3
Modeling detector response is a key challenge in time projection chambers. We cast this problem as an unpaired point cloud translation task, between data collected from simulations…
cs.CV2018
Machine Learning Methods for Track Classification in the AT-TPC
Michelle P. Kuchera, Raghuram Ramanujan, Jack Z. Taylor +4
We evaluate machine learning methods for event classification in the Active-Target Time Projection Chamber detector at the National Superconducting Cyclotron Laboratory (NSCL) at M…