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20202026
most citedAn Empirical Analysis on Financial Markets: Insights from the Application of Statistical Physics

1 citations · 1 across the 3 of their papers we have counts for

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stat.ML2026

Bridging Structured Knowledge and Data: A Unified Framework with Finance Applications

Yi Cao, Zexun Chen, Lin William Cong +1

We develop Structured-Knowledge-Informed Neural Networks (SKINNs), a unified estimation framework that embeds theoretical, simulated, previously learned, or cross-domain insights a…