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From the 1 of 6 linked papers with an AI index.

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6 papers

hep-ph2026

Constraining the Coexistence of Primordial Black Holes and Particle Dark Matter with Neutrino Observations

Prolay Chanda, Sagnik Mukherjee, James Unwin

The paper studies how high‑energy neutrino data can limit scenarios where primordial black holes coexist with particle dark matter, focusing on enhanced annihilation in dark‑matter…

hep-ph2026

Minimal Freeze-in Dark Matter: Reviving electroweak doublet dark matter with Boltzmann suppressed freeze-in

Nicolás Bernal, Sagnik Mukherjee, James Unwin

Dark matter communicating with the Standard Model solely via electroweak interactions provides a compelling picture. However, thermal freeze-out of electroweak doublet dark matter…

cs.AI2026

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion

Shivanshu Shekhar, Sagnik Mukherjee, Jia Yi Zhang +1

Sequential Monte Carlo (SMC) samplers for reward-guided diffusion models often suffer from rapid lineage collapse: a few high-reward particles dominate the population within a hand…

hep-ph2026

Next-to-Minimal Freeze-in Dark Matter

Nicolás Bernal, Sagnik Mukherjee, James Unwin

If the dark matter mass exceeds the highest temperature of the thermal bath, then dark matter production is Boltzmann suppressed. This opens new possibilities for dark matter model…

hep-ph2025

Constraining the Coexistence of Freeze-in Dark Matter and Primordial Black Holes

Prolay Chanda, Sagnik Mukherjee, James Unwin

Particle dark matter and primordial black holes (PBH) might coexist with appreciable cosmic abundances, with both contributing to the observed dark matter density . La…

hep-ph2025

Boltzmann Suppressed Ultraviolet Freeze-in

Nicolás Bernal, Sagnik Mukherjee, James Unwin

If the dark matter mass exceeds the maximum temperature of the Universe (), then its production rate will be Boltzmann suppressed. The important implications o…