HyperAI Super Neural

Dec 19, 2025 · Artificial Intelligence

Neural Symbolic Regression Boosts Network Dynamics Prediction Accuracy by Up to 60%

The Tsinghua team introduced ND², a neural‑symbolic regression that transforms high‑dimensional network search into a one‑dimensional problem using network dynamical operators and an NDformer‑guided symbolic search, achieving 60% higher accuracy on gene‑expression and ecological models and revealing cross‑scale epidemic dynamics.