Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder

9 November 2021

Papers citing "Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder"

6 / 6 papers shown

Title
Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling Xihaier Luo Samuel Lurvey Yi Huang Yihui Ren Jin-zhi Huang Byung-Jun Yoon 95 0 0 02 Dec 2024
A Survey on Error-Bounded Lossy Compression for Scientific Datasets Sheng Di Jinyang Liu Kai Zhao Xin Liang Robert Underwood ... Jon C. Calhoun Guanpeng Li Kazutomo Yoshii Khalid Ayed Alharthi Franck Cappello AI4CE 93 16 0 03 Apr 2024
Deep Generative Models for Detector Signature Simulation: A Taxonomic Review Baran Hashemi Claudius Krause 70 16 0 15 Dec 2023
Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data Yi Huang Yihui Ren Shinjae Yoo Jin-zhi Huang 40 4 0 23 Oct 2023
Artificial Intelligence for the Electron Ion Collider (AI4EIC) C. Allaire R. Ammendola E. Aschenauer Maximilian Balandat M. Battaglieri ... D. Whiteson M. Williams S. Wu N. Zachariou P. Zurita 63 5 0 17 Jul 2023
Data-driven detector signal characterization with constrained bottleneck autoencoders C. Jesús-Valls Thorsten Lux Federico Sánchez 47 1 0 09 Mar 2022