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M. Lenti

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Preprint Sep 2026

Architecture Acceleration of Machine Learning Gravitational Waveform Surrogate Models

Accurate and computationally efficient waveform models of compact binary coalescences are a fundamental requirement for gravitational wave data analysis. This work presents differentiable and hardware-accelerated implementations of the machine-learning surrogate models mlgw and mlgw-bns within the JAX ecosystem. The pr...

A. F. Mascioli, L. Piccari, Saulo Albuquerque et al. · 1 citation

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