Manas Mejari

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 29

Top Topics

Piecewise Affine

Transfer Function

Data Generation

Top Venues

IEEE Control. Syst. Lett.

Publications

Marco Forgione, Manas Mejari, Dario Piga
Model order reduction of deep structured state-space models: A system-theoretic approach. CoRR (2024)
Dario Piga, Matteo Rufolo, Gabriele Maroni, Manas Mejari, Marco Forgione
Synthetic data generation for system identification: leveraging knowledge transfer from similar systems. CoRR (2024)
Elie Rouphael, Manas Mejari, Mihály Petreczky, Lotfi Belkoura
Toward Stochastic Realization Theory for Generalized Linear Switched Systems With Inputs: Decomposition Into Stochastic and Deterministic Components and Existence and Uniqueness of Innovation Form. IEEE Control. Syst. Lett. 8 (2024)
Ankit Gupta, Manas Mejari, Paolo Falcone, Dario Piga
Computation of parameter dependent robust invariant sets for LPV models with guaranteed performance. Autom. 151 (2023)
Manas Mejari, Sampath Kumar Mulagaleti, Alberto Bemporad
Data-Driven Synthesis of Configuration-Constrained Robust Invariant Sets for Linear Parameter-Varying Systems. CoRR (2023)
Sampath Kumar Mulagaleti, Manas Mejari, Alberto Bemporad
Parameter Dependent Robust Control Invariant Sets for LPV Systems with Bounded Parameter Variation Rate. CoRR (2023)
Manas Mejari, Ankit Gupta, Dario Piga
Data-Driven Computation of Robust Invariant Sets and Gain-Scheduled Controllers for Linear Parameter-Varying Systems. IEEE Control. Syst. Lett. 7 (2023)
Francesca Venturini, Silvan Fluri, Manas Mejari, Michael Baumgartner, Dario Piga, Umberto Michelucci
Shedding Light on the Ageing of Extra Virgin Olive Oil: Probing the Impact of Temperature with Fluorescence Spectroscopy and Machine Learning Techniques. CoRR (2023)
Manas Mejari, Ankit Gupta
Direct Data-Driven Computation of Polytopic Robust Control Invariant Sets and State-Feedback Controllers. CoRR (2023)
Manas Mejari, Ankit Gupta, Dario Piga
Data-Driven Computation of Robust Invariant Sets and Gain-Scheduled Controllers for Linear Parameter-Varying Systems. CoRR (2023)
Manas Mejari, Sampath Kumar Mulagaleti, Alberto Bemporad
Data-Driven Synthesis of Configuration-Constrained Robust Invariant Sets for Linear Parameter-Varying Systems. IEEE Control. Syst. Lett. 7 (2023)
Manas Mejari, Ankit Gupta
Direct Data-Driven Computation of Polytopic Robust Control Invariant Sets and State-Feedback Controllers. CDC (2023)
Manas Mejari, Dario Piga
Direct identification of continuous-time linear switched state-space models. CoRR (2022)
Marco Forgione, Manas Mejari, Dario Piga
Learning neural state-space models: do we need a state estimator? CoRR (2022)
Dario Piga, Manas Mejari, Marco Forgione
Learning Dynamical Systems From Quantized Observations: A Bayesian Perspective. IEEE Trans. Autom. Control. 67 (10) (2022)
Manas Mejari, Bojan Mavkov, Marco Forgione, Dario Piga
Direct identification of continuous-time LPV state-space models via an integral architecture. Autom. 142 (2022)
Dario Piga, Marco Forgione, Manas Mejari
Deep learning with transfer functions: new applications in system identification. CoRR (2021)
Manas Mejari, Valentina Breschi, Dario Piga
Recursive Bias-Correction Method for Identification of Piecewise Affine Output-Error Models. IEEE Control. Syst. Lett. 4 (4) (2020)
Valentina Breschi, Manas Mejari
Shrinkage Strategies for Structure Selection and Identification of Piecewise Affine Models. CoRR (2020)
Ankit Gupta, Manas Mejari, Paolo Falcone, Dario Piga
Computation of Parameter Dependent Robust Invariant Sets for LPV Models with Guaranteed Performance. CoRR (2020)
Valentina Breschi, Manas Mejari
Shrinkage Strategies for Structure Selection and Identification of Piecewise Affine Models. CDC (2020)
Manas Mejari, Dario Piga, Roland Tóth, Alberto Bemporad
Kernelized Identification of Linear Parameter-Varying Models with Linear Fractional Representation. ECC (2019)
Manas Mejari, Mihály Petreczky
Realization and identification algorithm for stochastic LPV state-space models with exogenous inputs. CoRR (2019)
Manas Mejari, Mihály Petreczky
Consistent and computationally efficient estimation for stochastic LPV state-space models: realization based approach. CDC (2019)
Manas Mejari, Dario Piga, Alberto Bemporad
A bias-correction method for closed-loop identification of Linear Parameter-Varying systems. Autom. 87 (2018)
Manas Mejari, Vihangkumar V. Naik, Dario Piga, Alberto Bemporad
Energy Disaggregation using Piecewise Affine Regression and Binary Quadratic Programming. CDC (2018)
Sneha Mane, Manas Mejari, Faruk Kazi, Navdeep M. Singh
Improving Lifetime of Fuel Cell in Hybrid Energy Management System by Lure-Lyapunov-Based Control Formulation. IEEE Trans. Ind. Electron. 64 (8) (2017)
Vihangkumar V. Naik, Manas Mejari, Dario Piga, Alberto Bemporad
Regularized moving-horizon piecewise affine regression using mixed-integer quadratic programming. MED (2017)
Manas Mejari, Dario Piga, Alberto Bemporad
Regularized least square support vector machines for order and structure selection of LPV-ARX models. ECC (2016)
Ankit Gupta, Manas Mejari, Vishwanath Ketkar, Mandar Datar, Navdeep M. Singh
Nonlinear model predictive control of PVTOL aircraft under state and input constraints. AIR (2013)
Manas Mejari, Ankit Gupta, Navdeep M. Singh, Faruk Kazi
Trajectory Tracking of Quadrotor with Bounded Thrust using Model Predictive Control. AIR (2013)