New Studies Explore Time Series Foundation Models for Power Grid Simulation and Multimodal Forecasting
Two new arXiv papers examine time series foundation models: one tests their use as surrogates for costly power systems dynamic simulation, and another, TimeOmni-o1, couples them with LLMs for multimodal reasoning and forecasting on text-accompanied series.
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Timeline · 2 reports
- 2026-11-11 05:00 · arXiv cs.CL
TimeOmni-o1: Bidirectionally Coupling Time Series Foundation Models and LLMs for Multimodal Reasoning and Forecasting - 2026-11-10 05:00 · arXiv cs.LG
Can Time Series Foundation Models Serve as Surrogates for Power Systems Dynamic Simulation?