activity
20202026
most citedODEN: A Framework to Solve Ordinary Differential Equations using Artificial Neural Networks

3 citations · 5 across the 10 of their papers we have counts for

collaborators
Showing astro-ph.COShow all

5 papers · 1 filter

astro-ph.CO2026

Universal Non-Gaussian Signatures from Transient Instabilities

Shuntaro Aoki, Diederik Roest, Denis Werth

We identify universal signatures in the bispectrum arising from a transient tachyonic instability of entropic fluctuations during inflation, a phenomenon that naturally arises in h…

astro-ph.CO20251 cited

Primordial Sharp Features through the Nonlinear Regime of Structure Formation

Clément Stahl, Denis Werth, Vivian Poulin

Sudden violations of the slow-roll regime during inflation, a natural prediction of many UV-complete inflationary models, give rise to sharp features in the primordial power spectr…

astro-ph.CO2025

Reconstructing Primordial Curvature Perturbations via Scalar-Induced Gravitational Waves with LISA

Jonas El Gammal, Aya Ghaleb, Gabriele Franciolini +17

Many early universe scenarios predict an enhancement of scalar perturbations at scales currently unconstrained by cosmological probes. These perturbations source gravitational wave…

astro-ph.CO2024

CosmoFlow: Python Package for Cosmological Correlators

Denis Werth, Lucas Pinol, Sébastien Renaux-Petel

Cosmological correlators hold the key to high-energy physics as they probe the earliest moments of our Universe, and conceal hidden mathematical structures. However, even at tree-l…

astro-ph.CO2023

The Cosmological Flow: A Systematic Approach to Primordial Correlators

Lucas Pinol, Sébastien Renaux-Petel, Denis Werth

The time evolution of primordial fluctuations conceals a wealth of insights into the high-energy physics at play during the earliest moments of our Universe, which is ultimately en…