Yang Zheng

Assistant Professor

University of California, San Diego

United States

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About

Yang Zheng is an Assistant Professor at the University of California, San Diego, USA. His research areas include semidefinite and polynomial optimization, linear dynamical systems, and control of autonomous vehicles. He has contributed to various fields through recent articles focusing on topics such as transfer learning in smart buildings and controllability analysis in mixed traffic flow.

Articles (10)

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2023

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2022

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2021

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2021

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2021

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2020

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2020

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2020

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2020

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2020

Collaborators (1)

Giovanni Fantuzzi

W1 Professor

Friedrich-Alexander Universität Erlangen-Nürnberg

GERMANY

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Yang Zheng

Research Interests

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Articles (10)

Sum-of-squares chordal decomposition of polynomial matrix inequalities

Decomposed structured subsets for semidefinite and sum-of-squares optimization

Chordal and factor-width decompositions for scalable semidefinite and polynomial optimization

On the Equivalence of Youla, System-Level, and Input–Output Parameterizations

Non-Asymptotic Identification of Linear Dynamical Systems Using Multiple Trajectories

On the Existence of Block-Diagonal Solutions to Lyapunov and ${\mathcal {H}_\infty }$ Riccati Inequalities

Smoothing Traffic Flow via Control of Autonomous Vehicles

Transfer learning with deep neural networks for model predictive control of HVAC and natural ventilation in smart buildings

Controllability Analysis and Optimal Control of Mixed Traffic Flow With Human-Driven and Autonomous Vehicles

Sparsity Invariance for Convex Design of Distributed Controllers

Collaborators (1)

Giovanni Fantuzzi

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