Concepedia

Mahyar Fazlyab

MF

17

Publications

465

Citations

12

H-Index

2013

Active since

Affiliations

University of Pennsylvania(Current)

Johns Hopkins University

California University of Pennsylvania

Carnegie Mellon University

Mahyar Fazlyab is an author at University of Pennsylvania specializing in engineering, mathematical programming, and computer science.

Top concepts

EngineeringMathematical ProgrammingComputer ScienceMachine LearningSystems EngineeringConvex OptimizationRobot LearningRobust ControlInverse ProblemsSpace Engineering

Publications per year

2013–2022

17

Publications

17

Reach-SDP: Reachability Analysis of Closed-Loop Systems with Neural Network Controllers via Semidefinite Programming

Haimin Hu, Mahyar Fazlyab, Manfred Morari et al. · 2020 · 67 citations

Engineering, Reachability Problem, Networked Control +17

Safety Verification and Robustness Analysis of Neural Networks via Quadratic Constraints and Semidefinite Programming

Mahyar Fazlyab, Manfred Morari, George J. Pappas · IEEE Transactions on Automatic Control · 2020 · 53 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +18

Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks

Mahyar Fazlyab, Alexander Robey, Hamed Hassani et al. · arXiv (Cornell University) · 2019 · 47 citations · Full text

Artificial Intelligence, Mathematical Programming, Convolutional Neural Network +18

Parameter estimation and interval type-2 fuzzy sliding mode control of a z-axis MEMS gyroscope

Mahyar Fazlyab, Maysam Zamani Pedram, Hassan Salarieh et al. · ISA Transactions · 2013 · 39 citations

Motion Control, Z-axis Mems Gyroscope, Fuzzy Logic +9

Learning lyapunov functions for hybrid systems

Shaoru Chen, Mahyar Fazlyab, Manfred Morari et al. · 2021 · 35 citations · Full text

Mathematical Programming, Stochastic Hybrid System, Linear Systems +14

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