| Data-driven model predictive control using random forests for building energy optimization and climate control F Smarra, A Jain, T De Rubeis, D Ambrosini, A D’Innocenzo, ... Applied energy 226, 1252-1272, 2018 | 329 | 2018 |
| State of the art of cyber-physical systems security: An automatic control perspective YZ Lun, A D’Innocenzo, F Smarra, I Malavolta, MD Di Benedetto Journal of Systems and Software 149, 174-216, 2019 | 201 | 2019 |
| Compositional modeling and analysis of multi-hop control networks R Alur, A d'Innocenzo, KH Johansson, GJ Pappas, G Weiss IEEE Transactions on Automatic control 56 (10), 2345-2357, 2011 | 137 | 2011 |
| Approximate abstractions of stochastic hybrid systems A Abate, A D'Innocenzo, MD Di Benedetto IEEE Transactions on Automatic Control 56 (11), 2688-2694, 2011 | 80 | 2011 |
| Cyber-physical systems security: a systematic mapping study YZ Lun, A D'Innocenzo, I Malavolta, MD Di Benedetto arXiv preprint arXiv:1605.09641, 2016 | 73 | 2016 |
| Data-driven switching modeling for mpc using regression trees and random forests F Smarra, GD Di Girolamo, V De Iuliis, A Jain, R Mangharam, ... Nonlinear Analysis: Hybrid Systems 36, 100882, 2020 | 57 | 2020 |
| Wireless ventilation control for large‐scale systems: the mining industrial case E Witrant, A d'Innocenzo, G Sandou, F Santucci, MD Di Benedetto, ... International Journal of Robust and Nonlinear Control: IFAC‐Affiliated …, 2010 | 57 | 2010 |
| Modeling and analysis of multi-hop control networks R Alur, A D'Innocenzo, KH Johansson, GJ Pappas, G Weiss 2009 15th IEEE Real-Time and Embedded Technology and Applications Symposium …, 2009 | 56 | 2009 |
| Fault tolerant control of multi-hop control networks A D'Innocenzo, MD Di Benedetto, E Serra IEEE Transactions on Automatic Control 58 (6), 1377-1389, 2012 | 48 | 2012 |
| NeurOpt: Neural network based optimization for building energy management and climate control A Jain, F Smarra, E Reticcioli, A D’Innocenzo, M Morari Learning for Dynamics and Control, 445-454, 2020 | 46 | 2020 |
| Digital self-triggered robust control of nonlinear systems MD Di Benedetto, S Di Gennaro, A D'Innocenzo International Journal of Control 86 (9), 1664-1672, 2013 | 46 | 2013 |
| Resilient stabilization of multi-hop control networks subject to malicious attacks A D’Innocenzo, F Smarra, MD Di Benedetto Automatica 71, 1-9, 2016 | 44 | 2016 |
| Discrete state observability of hybrid systems MD Di Benedetto, S Di Gennaro, A D'Innocenzo International Journal of Robust and Nonlinear Control: IFAC‐Affiliated …, 2009 | 43 | 2009 |
| Data-driven switched affine modeling for model predictive control F Smarra, A Jain, R Mangharam, A D’Innocenzo IFAC-PapersOnLine 51 (16), 199-204, 2018 | 40 | 2018 |
| Critical observability of a class of hybrid systems and application to air traffic management E De Santis, MD Di Benedetto, S Di Gennaro, A D’Innocenzo, G Pola Stochastic Hybrid Systems: Theory and Safety Critical Applications, 141-170, 2006 | 40 | 2006 |
| Approximate equivalence and synchronization of metric transition systems AA Julius, A D’Innocenzo, MD Di Benedetto, GJ Pappas Systems & Control Letters 58 (2), 94-101, 2009 | 38 | 2009 |
| Data‐driven optimal predictive control of seismic induced vibrations in frame structures GD Di Girolamo, F Smarra, V Gattulli, F Potenza, F Graziosi, ... Structural Control and Health Monitoring 27 (4), e2514, 2020 | 37 | 2020 |
| Robust PCTL model checking A D'Innocenzo, A Abate, JP Katoen Proceedings of the 15th ACM international conference on Hybrid Systems …, 2012 | 37 | 2012 |
| Scalable scheduling algorithms for wireless networked control systems A D'Innocenzo, G Weiss, R Alur, AJ Isaksson, KH Johansson, GJ Pappas 2009 IEEE International Conference on Automation Science and Engineering …, 2009 | 32 | 2009 |
| Markov set-chains as abstractions of stochastic hybrid systems A Abate, A D’Innocenzo, MD Di Benedetto, SS Sastry International Workshop on Hybrid Systems: Computation and Control, 1-15, 2008 | 27 | 2008 |
Raphael JungersProfessor of Applied Mathematics, Université catholique de Louvain, ICTEAMVerified email at uclouvain.be
