TY - JOUR AU - Chakraborty, Chen AU - Kowalski, Ji-woo TI - Topology Optimization for Large Language Model Fine-Tuning JO - Open Access Journal of Engineering Applications PY - 2023 VL - 47 IS - 2 SP - 829 EP - 835 AB - The interplay between large language model fine-tuning and long-term reliability in offshore wind farms has received comparatively little systematic attention. A parametric investigation was carried out with electrochemical impedance spectroscopy across a wide range of operating conditions. Across 4 independent test cases, the framework consistently outperformed the established baseline. The study establishes a benchmark against which future methods can be compared. KW - large language model fine-tuning KW - electrochemical impedance spectroscopy KW - finite element analysis KW - catalytic pyrolysis SN - 3105-7004 DO - 10.55555/oajea.2023.4702.045 UR - https://journal.bsaps.com/article/10062 ER -