Learning-at-Criticality in Large Language Models for Quantum Field Theory and Beyond. - Xiansheng Cai; Sihan Hu; Tao Wang; Yuan Huang; Pan Zhang; Youjin Deng; Kun Chen (CoRR, 2025)