Publications of Y. Kawano

Articles in journal or book chapters

1. A. Gokhale, A. V. Proskurnikov, Y. Kawano, and F. Bullo. A Nonlinear Separation Principle via Contraction Theory: Applications to Neural Networks, Control, and Learning. IEEE Transactions on Automatic Control, April 2026. Note: Submitted. [bibtex-entry]
2. Y. Kawano, S. Betteti, A. Davydov, and F. Bullo. Incremental input-to-state stability and equilibrium tracking for stochastic contracting dynamics. IEEE Transactions on Automatic Control, 2026. Note: Submitted. Keyword(s): Contraction Theory. [bibtex-entry]
3. Y. Kawano and F. Bullo. Contractivity of Multi-Stage Runge--Kutta Dynamics. Automatica, 2026. Note: Submitted. Keyword(s): Contraction Theory. [bibtex-entry]
4. Y. Kawano and F. Bullo. Input-to-State Stability Implications in Contraction Theory. Automatica, 2026. Note: Submitted. Keyword(s): Contraction Theory. [bibtex-entry]

Conference articles

1. A. Gokhale, A. V. Proskurnikov, Y. Kawano, and F. Bullo. Contracting Neural Networks: Sharp LMI Conditions with Applications to Integral Control and Deep Learning. In IEEE Conf. on Decision and Control, Honolulu, Hawaii, 2026. Note: To appear. [bibtex-entry]