AI Is Only as Trustworthy as the Judgment of the Person Verifying It
Invited essay for the policy magazine of the Korean Academy of Science and Technology, on the coevolution of AI and science.
woonghee-lee
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Citation Graph-based User-Adaptive Scholarly Literature and Patent Recommendation System
A personalized scholarly literature and patent recommendation system combining citation graphs with large language models.
woonghee-lee
Comparing SHAP and CRAFT Across Architectures for PEMFC SEM Images
Cross-architecture comparison of SHAP and CRAFT on PEMFC catalyst SEM images for degradation classification. Co-authored with KIER's analysis and hydrogen fuel cell teams.
AI-Based Technology-Trend News Collection, Analysis, and Report Generation System
AI system for global energy and technology news collection, analysis, and report generation.
woonghee-lee
Publisher-Adaptive HTML Parsing System for Figure and Caption Extraction from Scientific Papers
Publisher-adaptive extraction of figures, captions, and caption-mentioning body sentences from academic-paper HTML.
woonghee-lee
CREMA: Contextual Reconstruction and Extraction of Multimodal Assets from academic papers
Academic paper visual-element extraction with translation and layout reconstruction.
woonghee-lee
Automated Photovoltaic Parameter Extraction System Using Physics-Guided Bayesian Optimization
Physics-constrained Bayesian-optimization system for solar-cell parameter extraction.
woonghee-lee
ESPRESSO: A Visualization Tool for Labeling Objects in Research PDFs
Visualization tool for labeling objects in research PDFs.
woonghee-lee