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Jun-Jie Xie

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#machine learning Preprint Sep 2026

NEMSim: Learning Control-Conditioned Multi-Event Physical Dynamics via Executable Event-Mechanism Priors

NEMSim (Neural Event-Mechanism Simulator), which compiles predefined event-attribute descriptions into an executable transition structure linking control-dependent event intensities, prior-guided mechanism attribution, and state-dependent responses, is proposed.

Jun-Song Yu, Jun-Jie Xie, Peng-Wei Liu et al. · 0 citations