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March 23, 2026Open Access

Cosmic Rhythm Consistency: A Physics-Driven, Content-Agnostic Transient Rejection Framework for High-Precision Cosmology

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AVAlexandre de Sá Vieira

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Overview

Proposed framework achieves high efficiency in RFI rejection using Monte Carlo simulations in cosmological applications.

Key Points

  • This research aims to address the challenge of achieving high-precision cosmology while managing computational costs.
  • Developed a physics-driven, content-agnostic transient rejection framework based on Cosmic Rhythm.
  • Validated using Monte Carlo simulations consisting of 10⁶ events and BINGO HEALPix mocks.
  • Calculated RFI rejection efficiency using data from astrological catalogs.
  • Achieved 100% rejection efficiency for astrophysical transients in the BINGO band.
  • Overall rejection efficiency exceeds 99% for impulsive contaminants with few false positives.

Cite This Study

Alexandre de Sá Vieira (2026) studied this question.

synapsesocial.com/papers/69c08b86a48f6b84677f8e0fhttps://doi.org/10.5281/zenodo.19153120
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