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NeurIPS

Conference on Neural Information Processing Systems · 会议 · Machine Learning

2026-08-13 至 2026-08-13 共收录 1
2512.20346 2026-08-13 cs.LG hep-ex physics.ins-det 交叉投稿

Inverse Autoregressive Flows for Zero Degree Calorimeter fast simulation

逆自回归流用于零度 calorimeter 快速模拟

Emilia Majerz, Witold Dzwinel, Jacek Kitowski

机构 * AGH University of Krakow(克拉科夫AGH大学)

AI总结 本文提出逆自回归流方法,通过引入新的损失函数和缩放机制,提升ZDC模拟的准确性和速度,比现有方法快421倍。

Comments Presented as a poster at the Machine Learning and the Physical Sciences Workshop, 39th Conference on Neural Information Processing Systems (NeurIPS), 2025

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