Algorithm extracts directional information from noisy 2D datasets; more effective as detector resolution/ computing power increases

https://techxplore.com/news/2026-02-noisy-2d-algorithm-imaging-ai.html

"slow signal-to-noise ratios: overcome using mathematically grounded filtering of noise from signal... resolution limited by fixed templates: overcome using scales with improved detector resolution... pattern-recognition using Frobenius norm distance formula rotates reference dataset/ compares to measured data, identifies rotation yielding smallest difference, pinpointing signal's source direction... medical imaging, machine learning, weather mapping, neutrino trajectory/ cosmic event tracking"