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finite-dimensional systems

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Optimal actuator design via Brunovsky’s normal form

B. Geshkovski, E. Zuazua (2022) Optimal actuator design via Brunovsky's normal form, IEEE Automatic Control, Vol. 26, No. 12, DOI: 10.1109/TAC.2022.3181222 Abstract: In this paper, by using the Brunovsky normal…
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Turnpike in Optimal Control PDES, ResNets, and beyond

B. Geshkovski, E. Zuazua, Turnpike in Optimal Control PDES, ResNets and beyond (2022) Acta Numer., Vol. 31, pp. 135-263. doi:10.1017/S0962492922000046 Abstract: The turnpike property in contemporary macroeconomics asserts that if…
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  • Spiking Neural Networks: theoretical framework for universal approximation and training – 3rd. meeting of the COPI2A network
  • A multi-objective optimization framework for decentralized learning with coordination constraints – 3rd. meeting of the COPI2A network
  • Benasque XI Workshop-Summer School 2026: Partial differential equations, optimal design and numerics
  • The Mathematics of Scientific Machine Learning and Digital Twins
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