---
title: "EVOTS: Evolutionary Transformer Search for Time Series Forecasting — Stuff That Spins"
description: "arXiv:2607.00154v1 Announce Type: new Abstract: Evolutionary neural architecture design for multivariate time-series forecasting remains underexplored, with most approaches relying on fixed Transformer architectures despite substantial variation across tasks and forecasting settings. This paper int…"
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keywords: ["SpinGraph", "spin analysis", "GEO"]
date: "2026-07-02T04:00:00+00:00"
modified: "2026-07-02T16:51:20.469748+00:00"
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# EVOTS: Evolutionary Transformer Search for Time Series Forecasting

**Source:** Unknown  
**Published:** July 2, 2026  
**Original:** https://arxiv.org/abs/2607.00154  

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