Robust Independent Validation of Experiment and Theory: Rivet version 4 release note
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arXiv
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| Autori principali: | , , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| Soggetti: | |
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| _version_ | 1866911985412603904 |
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| author | Bierlich, Christian Buckley, Andy Butterworth, Jonathan Gutschow, Christian Lonnblad, Leif Procter, Tomasz Richardson, Peter Yeh, Yoran |
| author_facet | Bierlich, Christian Buckley, Andy Butterworth, Jonathan Gutschow, Christian Lonnblad, Leif Procter, Tomasz Richardson, Peter Yeh, Yoran |
| contents | The Rivet toolkit is the primary mechanism for phenomenological preservation of collider-physics measurements, containing both a computational core and API for analysis implementation, and a large collection of more than a thousand preserved analyses. In this note we summarise the main changes in the new Rivet 4 major release series. These include a major generalisation and more semantically coherent model for histograms and related data objects, a thorough clean-up of inelegant and legacy observable-computation tools, and new systems for extended analysis-data, incorporation of preserved machine-learning models, and serialization for high-performance computing applications. Where these changes introduce backward-incompatible interface changes, existing analyses have been updated and indications are given on how to update new analysis routines and workflows. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_15984 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Robust Independent Validation of Experiment and Theory: Rivet version 4 release note Bierlich, Christian Buckley, Andy Butterworth, Jonathan Gutschow, Christian Lonnblad, Leif Procter, Tomasz Richardson, Peter Yeh, Yoran High Energy Physics - Phenomenology High Energy Physics - Experiment The Rivet toolkit is the primary mechanism for phenomenological preservation of collider-physics measurements, containing both a computational core and API for analysis implementation, and a large collection of more than a thousand preserved analyses. In this note we summarise the main changes in the new Rivet 4 major release series. These include a major generalisation and more semantically coherent model for histograms and related data objects, a thorough clean-up of inelegant and legacy observable-computation tools, and new systems for extended analysis-data, incorporation of preserved machine-learning models, and serialization for high-performance computing applications. Where these changes introduce backward-incompatible interface changes, existing analyses have been updated and indications are given on how to update new analysis routines and workflows. |
| title | Robust Independent Validation of Experiment and Theory: Rivet version 4 release note |
| topic | High Energy Physics - Phenomenology High Energy Physics - Experiment |
| url | https://arxiv.org/abs/2404.15984 |