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03/03/2023
The Awkward World of Python and C++
There are undeniable benefits of binding Python and C++ to take advantag...
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03/03/2023
Using a DSL to read ROOT TTrees faster in Uproot
Uproot reads ROOT TTrees using pure Python. For numerical and (singly) j...
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02/20/2023
Awkward to RDataFrame and back
Awkward Arrays and RDataFrame provide two very different ways of perform...
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02/08/2022
An array-oriented Python interface for FastJet
Analysis on HEP data is an iterative process in which the results of one...
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02/24/2021
AwkwardForth: accelerating Uproot with an internal DSL
File formats for generic data structures, such as ROOT, Avro, and Parque...
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08/28/2020
Coffea – Columnar Object Framework For Effective Analysis
The coffea framework provides a new approach to High-Energy Physics anal...
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01/15/2020
Awkward Arrays in Python, C++, and Numba
The Awkward Array library has been an important tool for physics analysi...
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01/22/2019
Using Big Data Technologies for HEP Analysis
The HEP community is approaching an era were the excellent performances ...
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07/08/2018
Machine Learning in High Energy Physics Community White Paper
Machine learning is an important research area in particle physics, begi...
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11/07/2017
Optimizing ROOT IO For Analysis
The ROOT I/O (RIO) subsystem is foundational to most HEP experiments - i...
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11/03/2017
Toward real-time data query systems in HEP
Exploratory data analysis tools must respond quickly to a user's questio...
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10/31/2017
CMS Analysis and Data Reduction with Apache Spark
Experimental Particle Physics has been at the forefront of analyzing the...
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08/20/2017