Author

Yu-Gang He

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Open access Sep 2026

Multifractal-State-Augmented Machine Learning for One-Trading-Day-Ahead USD/KRW Absolute-Return Forecasting

The results indicate modest, time-aligned, USD/KRW-specific predictive information; they do not establish universal transferability, causal effects, directional prediction, or trading profitability.

Dong-Xue Wang, Yu-Gang He · Fractal and Fractional · 0 citations

Sep 2026

Policy Coordination for Sustainable Development: Evidence From Low‐Carbon Energy Transitions

China's low‐carbon transition depends not only on policy adoption, but also on how distinct instruments govern industrial behavior. Using panel data for 30 provinces from 2004 to 2023, this study examines whether the formal provincial adoption of circular economy, energy conservation, and comprehensive resource uti...

Yu-Gang He · Sustainable Development · 0 citations