---
title: "StateFlow: Dual-State Recurrent Modeling for Long-Horizon Time Series Forecasting — Stuff That Spins"
description: "arXiv:2607.00197v1 Announce Type: new Abstract: Long-horizon multivariate time series forecasting (LTSF) remains challenging due to non-stationarity, regime shifts, and error accumulation. The Variability-Aware Recursive Neural Network (VARNN) is designed to track such variability by maintaining a …"
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date: "2026-07-02T04:00:00+00:00"
modified: "2026-07-02T16:51:20.469748+00:00"
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# StateFlow: Dual-State Recurrent Modeling for Long-Horizon Time Series Forecasting

**Source:** Unknown  
**Published:** July 2, 2026  
**Original:** https://arxiv.org/abs/2607.00197  

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