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2020 – today
- 2024
[j9]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: 1841-1846 (2024)- [i13]Dario Piga, Matteo Rufolo, Gabriele Maroni, Manas Mejari, Marco Forgione:
Synthetic data generation for system identification: leveraging knowledge transfer from similar systems. CoRR abs/2403.05164 (2024) - [i12]Marco Forgione, Manas Mejari, Dario Piga:
Model order reduction of deep structured state-space models: A system-theoretic approach. CoRR abs/2403.14833 (2024) - 2023
- [j8]Ankit Gupta, Manas Mejari, Paolo Falcone, Dario Piga:
Computation of parameter dependent robust invariant sets for LPV models with guaranteed performance. Autom. 151: 110920 (2023) - [j7]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: 3355-3360 (2023) - [j6]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: 3818-3823 (2023) - [c9]Manas Mejari, Ankit Gupta:
Direct Data-Driven Computation of Polytopic Robust Control Invariant Sets and State-Feedback Controllers. CDC 2023: 590-595 - [i11]Manas Mejari, Ankit Gupta:
Direct Data-Driven Computation of Polytopic Robust Control Invariant Sets and State-Feedback Controllers. CoRR abs/2303.18154 (2023) - [i10]Manas Mejari, Ankit Gupta, Dario Piga:
Data-Driven Computation of Robust Invariant Sets and Gain-Scheduled Controllers for Linear Parameter-Varying Systems. CoRR abs/2309.01814 (2023) - [i9]Sampath Kumar Mulagaleti, Manas Mejari, Alberto Bemporad:
Parameter Dependent Robust Control Invariant Sets for LPV Systems with Bounded Parameter Variation Rate. CoRR abs/2309.02384 (2023) - [i8]Manas Mejari, Sampath Kumar Mulagaleti, Alberto Bemporad:
Data-Driven Synthesis of Configuration-Constrained Robust Invariant Sets for Linear Parameter-Varying Systems. CoRR abs/2309.06998 (2023) - [i7]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 abs/2309.12377 (2023) - 2022
- [j5]Manas Mejari, Bojan Mavkov, Marco Forgione, Dario Piga:
Direct identification of continuous-time LPV state-space models via an integral architecture. Autom. 142: 110407 (2022) - [j4]Dario Piga, Manas Mejari, Marco Forgione:
Learning Dynamical Systems From Quantized Observations: A Bayesian Perspective. IEEE Trans. Autom. Control. 67(10): 5471-5478 (2022) - [i6]Marco Forgione, Manas Mejari, Dario Piga:
Learning neural state-space models: do we need a state estimator? CoRR abs/2206.12928 (2022) - [i5]Manas Mejari, Dario Piga:
Direct identification of continuous-time linear switched state-space models. CoRR abs/2210.01488 (2022) - 2021
- [i4]Dario Piga, Marco Forgione, Manas Mejari:
Deep learning with transfer functions: new applications in system identification. CoRR abs/2104.09839 (2021) - 2020
- [j3]Manas Mejari, Valentina Breschi, Dario Piga:
Recursive Bias-Correction Method for Identification of Piecewise Affine Output-Error Models. IEEE Control. Syst. Lett. 4(4): 970-975 (2020) - [c8]Valentina Breschi, Manas Mejari:
Shrinkage Strategies for Structure Selection and Identification of Piecewise Affine Models. CDC 2020: 1626-1631 - [i3]Ankit Gupta, Manas Mejari, Paolo Falcone, Dario Piga:
Computation of Parameter Dependent Robust Invariant Sets for LPV Models with Guaranteed Performance. CoRR abs/2009.09778 (2020) - [i2]Valentina Breschi, Manas Mejari:
Shrinkage Strategies for Structure Selection and Identification of Piecewise Affine Models. CoRR abs/2010.01520 (2020)
2010 – 2019
- 2019
- [c7]Manas Mejari, Mihály Petreczky:
Consistent and computationally efficient estimation for stochastic LPV state-space models: realization based approach. CDC 2019: 3805-3810 - [c6]Manas Mejari, Dario Piga, Roland Tóth, Alberto Bemporad:
Kernelized Identification of Linear Parameter-Varying Models with Linear Fractional Representation. ECC 2019: 337-342 - [i1]Manas Mejari, Mihály Petreczky:
Realization and identification algorithm for stochastic LPV state-space models with exogenous inputs. CoRR abs/1905.10113 (2019) - 2018
- [j2]Manas Mejari, Dario Piga, Alberto Bemporad:
A bias-correction method for closed-loop identification of Linear Parameter-Varying systems. Autom. 87: 128-141 (2018) - [c5]Manas Mejari, Vihangkumar V. Naik, Dario Piga, Alberto Bemporad:
Energy Disaggregation using Piecewise Affine Regression and Binary Quadratic Programming. CDC 2018: 3116-3121 - 2017
- [j1]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): 6671-6679 (2017) - [c4]Vihangkumar V. Naik, Manas Mejari, Dario Piga, Alberto Bemporad:
Regularized moving-horizon piecewise affine regression using mixed-integer quadratic programming. MED 2017: 1349-1354 - 2016
- [c3]Manas Mejari, Dario Piga, Alberto Bemporad:
Regularized least square support vector machines for order and structure selection of LPV-ARX models. ECC 2016: 1649-1654 - 2013
- [c2]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: 63:1-63:6 - [c1]Manas Mejari, Ankit Gupta, Navdeep M. Singh, Faruk Kazi:
Trajectory Tracking of Quadrotor with Bounded Thrust using Model Predictive Control. AIR 2013: 64:1-64:6
Coauthor Index
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