Research Portfolio
Projects
Projects synchronized with my CV, covering GRAFT, LaST-BO, and DC-GIS across load forecasting, multimodal energy data modeling, and simulation software development.
2025.6 – Present
GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion
A research framework for power-load forecasting that addresses the underuse of external information through strict spatiotemporal alignment, cross-modal fusion, and interpretability evaluation over multi-source text and load data. In February 2026, I submitted the first-author manuscript to Applied Energy, where it is currently under peer review.
2025.6 – 2025.11
LaST-BO: Charging Load Forecasting
A LaST-BO charging-load forecasting study for complex real-world EV-charging scenarios. The work combined decoupled representation learning with Bayesian optimization, led to an acceptance from Zhejiang Electric Power in 2025, and produced a registered software copyright.
2024.9 – 2025.12
DC-GIS: Dynamic Electric-Field Distribution Simulation for Gas-Solid Insulation Systems
A DC-GIS gas-solid insulation-system simulation project focused on parameter analysis, structural optimization, COMSOL modeling, and software development.