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q-bio.NC2026
Metric-Topology Factorization: A Computational Framework for Hippocampal-Neocortical Intelligence
Xin Li
The brain achieves stability and plasticity in a topologically complex, shifting world through Metric-Topology Factorization (MTF), separating discrete topological indexing for con…
quant-ph2026
Quantum Phase Recognition via Quantum Attention Mechanism
Jin-Long Chen, Xin Li, Zhang-Qi Yin
Quantum phase transitions in many-body systems are fundamentally characterized by complex correlation structures, which pose computational challenges for conventional methods in la…