Analysis Systems

The goal of the Analysis Systems focus area is to develop sustainable analysis tools to extend the physics reach of the HL-LHC experiments by creating greater functionality, reducing time-to-insight, lowering the barriers for smaller teams, and streamlining analysis preservation, reproducibility, and reuse.

Analysis Systems Scope

Focus Area Strategies:

  • Establish declarative specifications for analysis tasks and workflows that will enable the technical development of analysis systems to be decoupled from the user- facing semantics of physics analysis.
  • Leverage and align with developments from industry and the broader scientific software community to enhance sustainability of the analysis systems.
  • Develop high-throughput, low-latency systems for analysis for HEP.
  • Integrate analysis capture and reuse as first class concepts and capabilities into the analysis systems.

Contact us: as-team@iris-hep.org

AS Projects


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ADL Benchmarks

Functionality benchmarks for analysis description languages
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AmpGen

Generation and fitting for multibody hadron decays
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Awkward Array

Manipulate arrays of complex data structures
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DecayLanguage

Describe and convert particle decays
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Functional ADL

Functional Analysis Description Language
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Histogram projects

Histogramming efforts
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MadMiner

Likelihood-free Inference
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Particle

Pythonic particle information
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ROOT on Conda Forge

Use ROOT in Conda through Conda-Forge
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Scikit-HEP

pythonic analysis tools
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awesome-hep

A curated list of awesome high energy and particle physics software
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exploratory-ml

Analysis Reinterpretation
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ppx

cross-platform Probabilistic Programming eXecution protocol
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pyhf

Differentiable likelihoods
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recast

Analysis Reinterpretation
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uproot

Read and write ROOT files in Python
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AS Presentations

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AS Publications

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Join us

We collaborate with groups around the world on code, data, and more. See our project pages for more.