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Abolfazl Lavaei

Lecturer in Formal Methods · School of Computing

Newcastle University · United Kingdom
Cyber-physical systemsSafe autonomy & AIData-driven formal methodsFormal Learning & controlLarge-scale stochastic networks

简介

I am an Assistant Professor in the School of Computing at Newcastle University in the UK. Between January 2021 and July 2022, I was a Postdoctoral Associate in the Institute for Dynamic Systems and Control at ETH Zurich working with Prof. Emilio Frazzoli. I was also a Postdoctoral Researcher in the Department of Computer Science at Ludwig Maximilian University of Munich (LMU) between November 2019 and January 2021. I received my Ph.D. degree in Electrical Engineering from the Technical University of Munich (TUM), in October 2019.

教育经历

  • Ph.D. Electrical Engineering, Technical University of Munich, 2019

代表成果

  • From Formal Methods to Data-Driven Safety Certificates of Unknown Large-Scale Networks
  • From Dissipativity Property to Data-Driven GAS Certificate of Degree-One Homogeneous Networks with Unknown Topology
  • From Data to Sliding Mode Control of Uncertain Large-Scale Networks with Unknown Dynamics
  • Data-Driven Safety Certificates of Infinite Networks with Unknown Models and Interconnection Topologies
  • Data-Driven Model Order Reduction of Nonlinear Systems with Noisy Data
  • Data-Driven Control of Large-Scale Networks with Formal Guarantees: A Small-Gain-Free Approach
  • Compositional Design of Safety Controllers for Large-Scale Stochastic Hybrid Systems
  • Data-Driven Formal Methods for Complex Dynamical Systems: A Survey
  • Scalable Synthesis of Safety Barrier Certificates for Networks of Stochastic Switched Systems
  • From a single trajectory to safety controller synthesis of discrete-time nonlinear polynomial systems

数据校验于 9/6/2026数据来源

学生评价

还没有评价。成为第一位分享经验的学生吧。