J. Duarte

University of California San Diego (US)

Research Areas

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H-index

130

Publications

1870

Citations

89121

i10-index

1087

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
fastmachinelearning/hls4ml: coris	2021	376
Machine Learning in High Energy Physics Community ...	2018	222
The Dark Machines Anomaly Score Challenge: Benchma...	2022	116
FAIR for AI: An interdisciplinary and internationa...	2023	77
Physics at the CLIC e+e- Linear Collider -- Input ...	2013	74
Fast inference of Boosted Decision Trees in FPGAs ...	2020	72
Autoencoders on field-programmable gate arrays for...	2022	71
Applications and Techniques for Fast Machine Learn...	2022	69
Interaction networks for the identification of boo...	2020	64
Compressing deep neural networks on FPGAs to binar...	2022	62

Publications

1.
fastmachinelearning/hls4ml: coris
Year: 2021Citations: 376DOI: 10.5281/zenodo.5680908
2.
Machine Learning in High Energy Physics Community White Paper
Year: 2018Citations: 222DOI: 10.1088/1742-6596/1085/2/022008
3.
The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider
Year: 2022Citations: 116DOI: 10.21468/scipostphys.12.1.043
4.
FAIR for AI: An interdisciplinary and international community building perspective
Year: 2023Citations: 77DOI: 10.1038/s41597-023-02298-6
5.
Physics at the CLIC e+e- Linear Collider -- Input to the Snowmass process 2013
Year: 2013Citations: 74DOI: 10.48550/arxiv.1307.5288
6.
Fast inference of Boosted Decision Trees in FPGAs for particle physics
Year: 2020Citations: 72DOI: 10.1088/1748-0221/15/05/p05026
7.
Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider
Year: 2022Citations: 71DOI: 10.1038/s42256-022-00441-3
8.
Applications and Techniques for Fast Machine Learning in Science
Year: 2022Citations: 69DOI: 10.3389/fdata.2022.787421
9.
Interaction networks for the identification of boosted <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>H</mml:mi><mml:mo stretchy="false">→</mml:mo><mml:mi>b</mml:mi><mml:mover accent="true"><mml:mi>b</mml:mi><mml:mo stretchy="false">¯</mml:mo></mml:mover></mml:math> decays
Year: 2020Citations: 64DOI: 10.1103/physrevd.102.012010
10.
Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML
Year: 2022Citations: 62

About J. Duarte

J. Duarte is a researcher with 1870 publications and 89121 citations. They are affiliated with University of California San Diego. Their research focuses on . With an h-index of 130, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Impact Metrics Over Time

Citations per publication by year