physics.ao-ph · 2026-10-05 · No. 134

Atmospheric and Oceanic Physics, 2026-10-05.

1 new papers in physics.ao-ph. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    S2S-JEPA: Predicting the Predictable at Subseasonal-to-Seasonal Timescales

    Chenyu Dong, Gianmarco Mengaldo

    physics.ao-ph · cs.AI · cs.LG

    The subseasonal-to-seasonal (S2S) timescale, roughly from two weeks to two months ahead, is a critical forecast window for sectors such as agriculture, energy, and water management. Yet, it is widely known as the `predictability desert'. Recent AI weather models excel up to two weeks ahead but deteriorate beyond, largely because they are trained to predict fine-scale details that are neither predictable nor essential at S2S timescales. We...

    arxiv.org/abs/2610.03106 · PDF

This edition is part of The Daily Abstract — physics.ao-ph archive. Subscribe to receive these in your inbox each morning, automatically translated to Spanish, with reply-to-PDF: arxivdaily.ignorelist.com.

Colophon Set in Georgia, with system sans for interface chrome and a monospaced stack for code and paper identifiers. Sole accent: amber #D99C5E. Built and served on an always-free VM. The masthead is set 14% letterspaced because newspapers do that and it works.