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autonomous control 1autonomous telescope 1cloud detection 1flare monitoring 1infrared spectropolarimetry 1large language model 1microservice architecture 1multi-agent framework 1solar magnetic field measurement 1solar observation 1telescope automation 1

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most citedAdvances and Challenges in Solar Flare Prediction: A Review

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cs.CL2026

Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization

He Du, Qiming Ge, Jiakai Hu +18

We present Kernel-Smith, a framework for high-performance GPU kernel and operator generation that combines a stable evaluation-driven evolutionary agent with an evolution-oriented…