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arxiv_ai 88% Match Research Paper Astronomers,Telescope Operators,AI Researchers,Robotics Engineers 2 weeks ago

StarWhisper Telescope: An AI framework for automating end-to-end astronomical observations

large-language-models › multimodal-llms
📄 Abstract

Abstract: The exponential growth of large-scale telescope arrays has boosted time-domain astronomy development but introduced operational bottlenecks, including labor-intensive observation planning, data processing, and real-time decision-making. Here we present the StarWhisper Telescope system, an AI agent framework automating end-to-end astronomical observations for surveys like the Nearby Galaxy Supernovae Survey. By integrating large language models with specialized function calls and modular workflows, StarWhisper Telescope autonomously generates site-specific observation lists, executes real-time image analysis via pipelines, and dynamically triggers follow-up proposals upon transient detection. The system reduces human intervention through automated observation planning, telescope controlling and data processing, while enabling seamless collaboration between amateur and professional astronomers. Deployed across Nearby Galaxy Supernovae Survey's network of 10 amateur telescopes, the StarWhisper Telescope has detected transients with promising response times relative to existing surveys. Furthermore, StarWhisper Telescope's scalable agent architecture provides a blueprint for future facilities like the Global Open Transient Telescope Array, where AI-driven autonomy will be critical for managing 60 telescopes.
Authors (28)
Cunshi Wang
Yu Zhang
Yuyang Li
Xinjie Hu
Yiming Mao
Xunhao Chen
+22 more
Submitted
December 9, 2024
arXiv Category
astro-ph.IM
arXiv PDF

Key Contributions

Presents the StarWhisper Telescope system, an AI agent framework that automates end-to-end astronomical observations by integrating LLMs with function calls and modular workflows. It autonomously generates observation lists, performs real-time analysis, and triggers follow-up proposals, significantly reducing human intervention.

Business Value

Accelerates astronomical discovery by automating complex and time-consuming observation processes, allowing researchers to focus on scientific insights rather than operational tasks. Improves efficiency and potentially enables new types of time-domain surveys.