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cs.AI2026
SEA-TS: Self-Evolving Agent for Autonomous Code Generation of Time Series Forecasting Algorithms
Longkun Xu, Xiaochun Zhang, Qiantu Tuo +1
Accurate time series forecasting underpins decision-making in many domains, yetconventional ML development often faces data scarcity, distribution shift, anddiminishing returns fro…
cs.AI2026
A Self-Evolving Defect Detection Framework for Industrial Photovoltaic Systems
Haoyu He, Yu Duan, Wenzhen Liu +5
Reliable photovoltaic (PV) power generation requires timely detection of module defects that may reduce energy yield, accelerate degradation, and increase lifecycle operation and m…