Semantic Scholar Open Access 2025 2 sitasi

Comment on "An implementation of neural simulation-based inference for parameter estimation in ATLAS''

P. Shyamsundar

Abstrak

The paper titled"An implementation of neural simulation-based inference for parameter estimation in ATLAS"by the ATLAS collaboration (arXiv:2412.01600v1 [hep-ex]) describes the implementation of neural simulation-based inference for a measurement analysis performed by ATLAS. The uncertainties in the analysis arising from the finiteness of the simulated datasets are estimated using a novel double-bootstrapping technique described in that work. In the present comment, it is claimed and demonstrated, using a toy example, that the double-bootstrapping technique does not actually capture the aforementioned uncertainties.

Topik & Kata Kunci

Mathematics Physics

Penulis (1)

P. Shyamsundar

Format Sitasi

APA MLA BibTeX

Shyamsundar, P. (2025). Comment on "An implementation of neural simulation-based inference for parameter estimation in ATLAS''. https://doi.org/10.2172/2568513

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Total Sitasi: 2×
Sumber Database: Semantic Scholar
DOI: 10.2172/2568513
Akses: Open Access ✓