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physics.geo-ph2026
Scaling-law-informed neural point processes for earthquake sequence forecasting
Tianlu Xiong, Zaibo Zhao, Yunrui Li +3
Earthquake sequence forecasting requires models that can learn nonlinear history dependence while retaining robust statistical structure. We develop a scaling-law-informed neural m…
physics.ao-ph2026
Spectral condensation in a finite nonequilibrium atmospheric transition
Dan Zhao, Yongwen Zhang, Teng Liu +3
Order parameters are difficult to define in high-dimensional nonequilibrium systems that lack a Hamiltonian, a thermodynamic limit or an observed control coordinate. Here we show t…