climate invariance 1cms open data 1conformal prediction 1dark matter 1likelihood ratio 1mono-z 1neural spline flows 1solar forecasting 1time series 1uncertainty quantification 1wind forecasting 1
From the 2 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Mono-Z Dark Matter Search with Neural Spline Flows Using CMS Run 2015D Open Data
Hitesh Rasineni, Bhavishya Chebrolu
The paper presents a search for dark matter produced with a leptonically decaying Z boson using CMS 2015 open data, employing Neural Spline Flow models to estimate signal and backg…
stat.AP2026
Climate-Invariant Conformal Prediction Intervals for Multi-Horizon Solar and Wind Forecasting
Shreedhar Gangwar, Abhinav Bains, Banalaxmi Brahma
The paper introduces a climate‑invariant split‑conformal prediction interval method that uses a bootstrap‑diverse XGBoost ensemble to provide reliable, heteroscedastic and asymmetr…