Ion Matei

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 34

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Ion Matei, Wiktor Piotrowski, Alexandre Perez, Johan de Kleer, Jorge Tierno, Wendy Mungovan, Vance Turnewitsch
System Resilience through Health Monitoring and Reconfiguration. ACM Trans. Cyber Phys. Syst. 8 (1) (2024)
Ion Matei, Johan de Kleer, Maksym Zhenirovskyy
2D Density Control of Micro-Particles using Kernel Density Estimation. ACC (2023)
Iman Nodozi, Abhishek Halder, Ion Matei
A Controlled Mean Field Model for Chiplet Population Dynamics. CoRR (2023)
Ali Shokri, Alexandre Perez, Souma Chowdhury, Chen Zeng, Gerald Kaloor, Ion Matei, Peter-Patel Schneider, Akshith Gunasekaran, Shantanu Rane
CONSTRUCT: A Program Synthesis Approach for Reconstructing Control Algorithms from Embedded System Binaries in Cyber-Physical Systems. CoRR (2023)
Ion Matei, Raj Minhas, Johan de Kleer, Alexander Feldman
AI Enhanced Control Engineering Methods. CoRR (2023)
Iman Nodozi, Abhishek Halder, Ion Matei
A Controlled Mean Field Model for Chiplet Population Dynamics. IEEE Control. Syst. Lett. 7 (2023)
Ion Matei, Maksym Zhenirovskyy, Johan de Kleer, John Maxwell III
Improving the Efficiency of Gradient Descent Algorithms Applied to Optimization Problems with Dynamical Constraints. CoRR (2022)
Alexander Feldman, Johan de Kleer, Ion Matei
A Quantum Algorithm for Computing All Diagnoses of a Switching Circuit. CoRR (2022)
Ion Matei, Wiktor Piotrowski, Alexandre Perez, Johan de Kleer, Jorge Tierno, Wendy Mungovan, Vance Turnewitsch
System Resilience through Health Monitoring and Reconfiguration. CoRR (2022)
Christos N. Mavridis, Amoolya Tirumalai, John S. Baras, Ion Matei
Semi-linear Poisson-mediated Flocking in a Cucker-Smale Model. CoRR (2021)
Ion Matei, Chen Zeng, Souma Chowdhury, Rahul Rai, Johan de Kleer
Controlling Draft Interactions Between Quadcopter Unmanned Aerial Vehicles with Physics-aware Modeling. J. Intell. Robotic Syst. 101 (1) (2021)
Ion Matei, Anne Plochowietz, Johan de Kleer, John S. Baras
Micro-scale chiplet assembly control with chiplet-to-chiplet potential interaction. CDC (2021)
Ion Matei, Raj Minhas, Maksym Zhenirovskyy, Johan de Kleer, Rahul Rai
Deep Learning for Control: a non-Reinforcement Learning View. ACC (2020)
Alexander Feldman, Ion Matei, Emil Totev, Johan de Kleer
Analog Accelerator for Simulation and Diagnostics. AAAI (2020)
Alexander Feldman, Ingo Pill, Franz Wotawa, Ion Matei, Johan de Kleer
Efficient Model-Based Diagnosis of Sequential Circuits. AAAI (2020)
Ion Matei, Johan de Kleer, Christoforos Somarakis, Anne Plochowietz, John S. Baras
Micro-scale 2D chiplet position control: a formal approach to policy design. CDC (2020)
Ion Matei, Johan de Kleer, Alexander Feldman, Rahul Rai, Souma Chowdhury
Hybrid modeling: Applications in real-time diagnosis. CoRR (2020)
Amir Behjat, Chen Zeng, Rahul Rai, Ion Matei, David S. Doermann, Souma Chowdhury
A physics-aware learning architecture with input transfer networks for predictive modeling. Appl. Soft Comput. 96 (2020)
Ion Matei, Johan de Kleer, Christoforos Somarakis, Rahul Rai, John S. Baras
Interpretable machine learning models: a physics-based view. CoRR (2020)
Ion Matei, Maksym Zhenirovskyy, Johan de Kleer, Christoforos Somarakis, John S. Baras
Learning physical laws: the case of micron size particles in dielectric fluid. ACC (2020)
Ion Matei, Johan de Kleer, Maksym Zhenirovskyy, Alexander Feldman
Learning constitutive equations of physical components with predefined feasibility conditions. ACC (2019)
Alexander Feldman, Johan de Kleer, Ion Matei
Design Space Exploration as Quantified Satisfaction. CoRR (2019)
Shubhendu Kumar Singh, Ruoyu Yang, Amir Behjat, Rahul Rai, Souma Chowdhury, Ion Matei
PI-LSTM: Physics-Infused Long Short-Term Memory Network. ICMLA (2019)
Ion Matei, Christos N. Mavridis, John S. Baras, Maksym Zhenirovskyy
Inferring Particle Interaction Physical Models and Their Dynamical Properties. CDC (2019)
Ion Matei, Alexander Feldman, Johan de Kleer
Analog Implementation of Optimization Algorithms: A Distributed Optimization View. CDC (2018)
Ion Matei, Johan de Kleer, Raj Minhas
Learning constitutive equations of physical components with constraints discovery. ACC (2018)
Ion Matei, Alexander Feldman, Johan de Kleer
Model-based diagnosis: A frequency domain view. ICPHM (2018)
Jonathan Rubin, Rui Abreu, Anurag Ganguli, Saigopal Nelaturi, Ion Matei, Kumar Sricharan
Recognizing Abnormal Heart Sounds Using Deep Learning. KHD@IJCAI (2017)
Ion Matei, Saigopal Nelaturi, Jeng Ping Lu, Julie A. Bert, Lara S. Crawford, Eugene Chow
Towards printing as an electronics manufacturing method: Micro-scale chiplet position control. ACC (2017)
Conrad Bock, Raphael Barbau, Ion Matei, Mehdi Dadfarnia
An Extension of the Systems Modeling Language for Physical Interaction and Signal Flow Simulation. Syst. Eng. 20 (5) (2017)
Ion Matei, John S. Baras
Reachability analysis for linear hybrid set-dynamics driven by random convex compact sets. ACC (2017)
Ion Matei, Raj Minhas, Johan de Kleer, Anurag Ganguli
Improving state-action space exploration in reinforcement learning using geometric properties. CDC (2017)
Jonathan Rubin, Rui Abreu, Anurag Ganguli, Saigopal Nelaturi, Ion Matei, Kumar Sricharan
Recognizing Abnormal Heart Sounds Using Deep Learning. CoRR (2017)
Jonathan Rubin, Rui Abreu, Anurag Ganguli, Saigopal Nelaturi, Ion Matei, Kumar Sricharan
Classifying Heart Sound Recordings using Deep Convolutional Neural Networks and Mel-Frequency Cepstral Coefficients. CinC (2016)
Ion Matei, John S. Baras
Distributed nonlinear programming methods for optimization problems with inequality constraints. CDC (2015)
Ion Matei, Anurag Ganguli, Tomonori Honda, Johan de Kleer
The Case for a Hybrid Approach to Diagnosis: A Railway Switch. DX (2015)
Ion Matei, John S. Baras
The Asymptotic Consensus Problem on Convex Metric Spaces. IEEE Trans. Autom. Control. 60 (4) (2015)
Ion Matei, Christoforos Somarakis, John S. Baras
A Generalized Gossip Algorithm on Convex Metric Spaces. IEEE Trans. Autom. Control. 60 (5) (2015)
Ion Matei, John S. Baras, Marzieh Nabi, Tolga Kurtoglu
An extension of the method of multipliers for distributed nonlinear programming. CDC (2014)
Ion Matei, John S. Baras
Distributed algorithms for optimization problems with equality constraints. CDC (2013)
Ion Matei, John S. Baras, Christoforos Somarakis
Convergence Results for the Linear Consensus Problem under Markovian Random Graphs. SIAM J. Control. Optim. 51 (2) (2013)
Ion Matei, John S. Baras
A linear distributed filter inspired by the Markovian jump linear system filtering problem. Autom. 48 (8) (2012)
Ion Matei, Christoforos Somarakis, John S. Baras
A randomized gossip consensus algorithm on convex metric spaces. CDC (2012)
Sasa V. Rakovic, Ion Matei, John S. Baras
Reachability analysis for linear discrete time set-dynamics driven by random convex compact sets. CDC (2012)
Ion Matei, John S. Baras
Consensus-based linear distributed filtering. Autom. 48 (8) (2012)
Ion Matei, John S. Baras
The geometry of a probabilistic consensus of opinion algorithm. ACC (2011)
Ion Matei, John S. Baras
Power allocation policy for distributed estimation in wireless networks. CDC/ECC (2011)
Ion Matei, John S. Baras
Performance Evaluation of the Consensus-Based Distributed Subgradient Method Under Random Communication Topologies. IEEE J. Sel. Top. Signal Process. 5 (4) (2011)
Ion Matei, John S. Baras
Optimal State Estimation for Discrete-Time Markovian Jump Linear Systems, in the Presence of Delayed Output Observations. IEEE Trans. Autom. Control. 56 (9) (2011)
Ion Matei, John S. Baras
Consensus-based distributed linear filtering. CDC (2010)
Ion Matei, John S. Baras, Tao Jiang
A composite trust model and its application to collaborative distributed information fusion. FUSION (2009)
Ion Matei, Nuno C. Martins, John S. Baras
Consensus problems with directed Markovian communication patterns. ACC (2009)
Ion Matei, Nuno C. Martins, John S. Baras
Optimal state estimation for discrete-time Markovian Jump Linear Systems, in the presence of delayed output observations. ITW (2008)
Ion Matei, Nuno C. Martins, John S. Baras
Optimal state estimation for discrete-time Markovian Jump Linear Systems, in the presence of delayed mode observations. ACC (2008)
Ion Matei, Nuno C. Martins, John S. Baras
Almost sure convergence to consensus in Markovian random graphs. CDC (2008)

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Publication Activity (10 Years)

Top Topics

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Ion Matei