Doctoral Researcher - Southwest Jiaotong University
Conducted doctoral research on ultra-short-term wind prediction and related wind-structure dynamics modeling. Developed a forecasting approach combining wavelet transform, deep belief networks, and ensemble learning for time-series prediction in engineering contexts. Curated multi-year meteorological and structural monitoring datasets and built MATLAB-based coupled dynamics simulation tools with strict numerical accuracy. • Built a wind speed prediction model using wavelet transforms, DBN, and ensemble learning and published as first author in Energy Conversion and Management. • Curated and processed 5+ years of meteorological and structural monitoring data and supported labeling taxonomies for interaction scenarios. • Developed a MATLAB wind-train-bridge coupled dynamics simulation platform for multidimensional time-series analysis. • Coordinated and contributed to national- and provincial-level research projects with multidisciplinary researchers.