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eess.SY2025
Context-Aware Model Predictive Control for Microgrid Energy Management via LLMs
Ruixiang Wu, Jiahao Ai, Tinko Sebastian Bartels +1
The optimal operation of modern microgrids, particularly those integrating stochastic renewable generation and battery energy storage system (BESS), relies heavily on load and dist…
cs.AI2025
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling
Fanzeng Xia, Yidong Luo, Tinko Sebastian Bartels +2
Recent research has highlighted that Large Language Models (LLMs), even when trained to generate extended long reasoning steps, still face significant challenges on hard reasoning…