2 papers
cs.CL2025
Symbol-based entity marker highlighting for enhanced text mining in materials science with generative AI
Junhyeong Lee, Jong Min Yuk, Chan-Woo Lee
The construction of experimental datasets is essential for expanding the scope of data-driven scientific discovery. Recent advances in natural language processing (NLP) have facili…
cond-mat.mtrl-sci2025
Bayesian optimization based on element mapping to design high-capacity NASICON-type cathode in sodium-ion battery
Sanghyeon Park, Yoonsu Shim, Junpyo Hur +3
To discover novel materials with high performance, there have been many attempts to adopt Bayesian optimization (BO) to materials science, owing to its efficiency in navigating com…