日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Corrigendum: Applications and techniques for fast machine learning in science

更正:科学领域快速机器学习的应用与技术

Deiana, Allison McCarn; Tran, Nhan; Agar, Joshua; Blott, Michaela; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Hauck, Scott; Liu, Mia; Neubauer, Mark S; Ngadiuba, Jennifer; Ogrenci-Memik, Seda; Pierini, Maurizio; Aarrestad, Thea; Bähr, Steffen; Becker, Jürgen; Berthold, Anne-Sophie; Bonventre, Richard J; Müller Bravo, Tomás E; Diefenthaler, Markus; Dong, Zhen; Fritzsche, Nick; Gholami, Amir; Govorkova, Ekaterina; Guo, Dongning; Hazelwood, Kyle J; Herwig, Christian; Khan, Babar; Kim, Sehoon; Klijnsma, Thomas; Liu, Yaling; Lo, Kin Ho; Nguyen, Tri; Pezzullo, Gianantonio; Rasoulinezhad, Seyedramin; Rivera, Ryan A; Scholberg, Kate; Selig, Justin; Sen, Sougata; Strukov, Dmitri; Tang, William; Thais, Savannah; Unger, Kai Lukas; Vilalta, Ricardo; von Krosigk, Belina; Wang, Shen; Warburton, Thomas K

LHC physics dataset for unsupervised New Physics detection at 40 MHz

用于在 40 MHz 频率下进行无监督新物理探测的 LHC 物理数据集

Govorkova, Ekaterina; Puljak, Ema; Aarrestad, Thea; Pierini, Maurizio; Woźniak, Kinga Anna; Ngadiuba, Jennifer

Learning new physics from an imperfect machine

从一台不完美的机器中学习新的物理学知识

D'Agnolo, Raffaele Tito; Grosso, Gaia; Pierini, Maurizio; Wulzer, Andrea; Zanetti, Marco

Learning new physics efficiently with nonparametric methods.

利用非参数方法高效学习新的物理知识

Letizia Marco, Losapio Gianvito, Rando Marco, Grosso Gaia, Wulzer Andrea, Pierini Maurizio, Zanetti Marco, Rosasco Lorenzo

Improving Variational Autoencoders for New Physics Detection at the LHC With Normalizing Flows

利用归一化流改进用于大型强子对撞机新物理探测的变分自编码器

Jawahar, Pratik; Aarrestad, Thea; Chernyavskaya, Nadezda; Pierini, Maurizio; Wozniak, Kinga A; Ngadiuba, Jennifer; Duarte, Javier; Tsan, Steven

Applications and Techniques for Fast Machine Learning in Science

科学领域快速机器学习的应用与技术

Deiana, Allison McCarn; Tran, Nhan; Agar, Joshua; Blott, Michaela; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Hauck, Scott; Liu, Mia; Neubauer, Mark S; Ngadiuba, Jennifer; Ogrenci-Memik, Seda; Pierini, Maurizio; Aarrestad, Thea; Bähr, Steffen; Becker, Jürgen; Berthold, Anne-Sophie; Bonventre, Richard J; Müller Bravo, Tomás E; Diefenthaler, Markus; Dong, Zhen; Fritzsche, Nick; Gholami, Amir; Govorkova, Ekaterina; Guo, Dongning; Hazelwood, Kyle J; Herwig, Christian; Khan, Babar; Kim, Sehoon; Klijnsma, Thomas; Liu, Yaling; Lo, Kin Ho; Nguyen, Tri; Pezzullo, Gianantonio; Rasoulinezhad, Seyedramin; Rivera, Ryan A; Scholberg, Kate; Selig, Justin; Sen, Sougata; Strukov, Dmitri; Tang, William; Thais, Savannah; Unger, Kai Lukas; Vilalta, Ricardo; von Krosigk, Belina; Wang, Shen; Warburton, Thomas K

Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics

基于FPGA的距离加权图神经网络在高能物理实时粒子重建中的应用

Iiyama, Yutaro; Cerminara, Gianluca; Gupta, Abhijay; Kieseler, Jan; Loncar, Vladimir; Pierini, Maurizio; Qasim, Shah Rukh; Rieger, Marcel; Summers, Sioni; Van Onsem, Gerrit; Wozniak, Kinga Anna; Ngadiuba, Jennifer; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Rankin, Dylan; Jindariani, Sergo; Liu, Mia; Pedro, Kevin; Tran, Nhan; Kreinar, Edward; Wu, Zhenbin