14 citations · 50 across the 61 of their papers we have counts for
3 papers · 1 filter
WavePID: Low-energy flavor identification using single-PMT time series in IceCube
The IceCube Collaboration, R. Abbasi, M. Ackermann +417
The IceCube Neutrino Observatory, a cubic-kilometer detector at the South Pole, identifies neutrino flavor through event morphology. Sparse photon detection makes this classificati…
Data-Driven Forecasting of three-Component Seismograms Using Transformer Architectures
Waleed Esmail, Stuart Russell, Jana Klinge +2
Forecasting seismic waveforms beyond observed data remains challenging due to the nonlinear, dispersive, and multi-scale nature of seismic wave propagation. In this work, we introd…
When Do Autoregressive Sequence Models Forecast Physical Wavefields? A Controlled Study on Synthetic Seismograms
Waleed Esmail, Stuart Russell, Jana Klinge +2
Long-horizon autoregressive forecasting of oscillatory physical signals, such as seismograms, gravitational-wave strain, and similar wavefields is limited by error accumulation: as…