AUG 10, 2026 · PREPRINT
AirFlow: Context Preserving and Multi-Rate State Modeling for Air Quality Forecasting
arXiv
This is a machine learning architecture paper presenting a novel computational model for air quality forecasting without clinical validation, peer review, or comparison against established forecasting standards in a peer-reviewed venue.
Reported
Metrics won34 of 36
Root mean square error reductionup to 11.11%
Model parameters0.0483M