1 citations · 1 across the 5 of their papers we have counts for
10 papers
GPU Acceleration of Awkward Arrays: Using Python cuda.compute
Maksym Naumchyk, Ianna Osborne
Awkward Array is a widely used library in high-energy physics (HEP) for representing and manipulating nested, variable-length data in Python. Previous CHEP contributions have explo…
Hypothesis-awkward: Property-Based Testing Strategies for Awkward Array
Tai Sakuma, Ianna Osborne, Peter Elmer
Hypothesis-awkward is a collection of Hypothesis strategies for Awkward Array. Awkward Array can represent a wide variety of nested, variable-length, mixed-type data. Many tools th…
Bridging the Vendor Gap: Enabling AMD GPU Support for Awkward Array via ROCm/HIP for the HL-LHC Era
Ianna Osborne, Maxym Naumchyk, Tai Sakuma +2
The High-Luminosity LHC (HL-LHC) will demand order-of-magnitude gains in analysis throughput, and increasingly those gains must come from GPUs that are not made by a single vendor.…
Advancing Awkward Arrays for High-Performance CPU and GPU Processing
Ianna Osborne, Manasvi Goyal
Awkward Array is a Python library for representing and processing nested, variable-length data that is widely used in high-energy physics. As HL-LHC analyses increasingly rely on a…
PyHEP.dev 2024 Workshop Summary Report, August 26-30 2024, Aachen, Germany
Azzah Alshehri, Jan Bürger, Saransh Chopra +28
The second PyHEP.dev workshop, part of the "Python in HEP Developers" series organized by the HEP Software Foundation (HSF), took place in Aachen, Germany, from August 26 to 30, 20…
Describe Data to get Science-Data-Ready Tooling: Awkward as a Target for Kaitai Struct YAML
Manasvi Goyal, Andrea Zonca, Amy Roberts +2
In some fields, scientific data formats differ across experiments due to specialized hardware and data acquisition systems. Researchers need to develop, document, and maintain expe…
Bridging Worlds: Achieving Language Interoperability between Julia and Python in Scientific Computing
Ianna Osborne, Jim Pivarski, Jerry Ling
In the realm of scientific computing, both Julia and Python have established themselves as powerful tools. Within the context of High Energy Physics (HEP) data analysis, Python has…
Awkward Just-In-Time (JIT) Compilation: A Developer's Experience
Ianna Osborne, Jim Pivarski, Ioana Ifrim +2
Awkward Array is a library for performing NumPy-like computations on nested, variable-sized data, enabling array-oriented programming on arbitrary data structures in Python. Howeve…
The Awkward World of Python and C++
Manasvi Goyal, Ianna Osborne, Jim Pivarski
There are undeniable benefits of binding Python and C++ to take advantage of the best features of both languages. This is especially relevant to the HEP and other scientific commun…
Awkward to RDataFrame and back
Ianna Osborne, Jim Pivarski
Awkward Arrays and RDataFrame provide two very different ways of performing calculations at scale. By adding the ability to zero-copy convert between them, users get the best of bo…