AI RESEARCH
Interpretable Physics Extraction from Data for Linear Dynamical Systems using Lie Generator Networks
arXiv CS.LG
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ArXi:2603.27442v1 Announce Type: new When the system is linear, why should learning be nonlinear? Linear dynamical systems, the analytical backbone of control theory, signal processing and circuit analysis, have exact closed-form solutions via the state transition matrix.