A trainable input-dependent contraction metric plus an incremental ISS bound for neural ODEs, presented as a theoretical and protocol contribution without experimental validation.
Latent ordinary differential equations for irregularly-sampled time series,
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Adaptive Stability-Constrained Neural Differential Equations for Controlled Dynamical Systems with Unknown Inputs
A trainable input-dependent contraction metric plus an incremental ISS bound for neural ODEs, presented as a theoretical and protocol contribution without experimental validation.