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20202025
most citedLearning phase transitions from regression uncertainty: A new regression-based machine learning approach for automated detection of phases of matter

8 citations · 12 across the 8 of their papers we have counts for

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cond-mat.stat-mech2024

Noise-aware neural network for stochastic dynamics simulation

Pei-Fang Wu, Wei-Chen Guo, Liang He

In the presence of system-environment coupling, classical complex systems undergo stochastic dynamics, where rich phenomena can emerge at large spatio-temporal scales. To investiga…