Author

I. Timiryasov

h-index 27 View on Semantic Scholar

We have 2 of 75 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

Sterile Neutrino Dark Matter Cries for GeV Heavy Neutral Leptons

The ordinary and dark matter in the Universe may share a common origin in the framework of a minimal extension of the Standard Model by three right-handed neutrinos. A pair of such heavy neutral leptons (HNLs) can give masses to neutrinos, generate the baryon asymmetry at the electroweak scale and produce a large lepto...

M. Drewes, Y. Georis, J. Klarić et al. · 0 citations

Preprint Aug 2026

Finding and using interpretable latents in a neutrino foundation model with sparse autoencoders

The first application of sparse-autoencoder-based mechanistic interpretability to particle physics suggests that mechanistic interpretability can reveal learned latent physics encoded within a model's internal representation and help design downstream tasks that exploit it.

Raphaël Bonnet-Guerrini, Johann Ioannou-Nikolaides, I. Timiryasov et al. · 0 citations