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W. Esmail

2 articles · 30 co-authors · latest: 2026-07-02

Rare Attention: New AI Sees the Big Picture in Particle Streams

Scientists have created the IAFormer neural network to analyze particle collisions. Instead of calculating all possible connections, it focuses only on the important ones — like an experienced chef who ignores unnecessary utensils. This speeds up data processing by tens of times without reducing acc
arXiv:2505.03258 · 2025-05-06

Neutrino Tomography of Earth: A New Look at the Planet's Interior

Earth's internal structure is traditionally studied using seismic methods and gravimetry. But neutrinos—particles that barely interact with matter—offer a fundamentally different, gentle probe. The IceCube collaboration analyzed 10.7 years of muon neutrino observations with energies from 500 GeV to
arXiv:2607.02644v2 · 2026-07-02