| Active directional modifier adaptation for real-time optimization M Singhal, AG Marchetti, T Faulwasser, D Bonvin Computers & Chemical Engineering 115, 246-261, 2018 | 17 | 2018 |
| Real-time optimization based on adaptation of surrogate models M Singhal, AG Marchetti, T Faulwasser, D Bonvin IFAC-PapersOnLine 49 (7), 412-417, 2016 | 11 | 2016 |
| Improved directional derivatives for modifier-adaptation schemes M Singhal, AG Marchetti, T Faulwasser, D Bonvin IFAC-PapersOnLine 50 (1), 5718-5723, 2017 | 10 | 2017 |
| Modifier adaptation with guaranteed feasibility in the presence of gradient uncertainty AG Marchetti, M Singhal, T Faulwasser, D Bonvin Computers & Chemical Engineering 98, 61-69, 2017 | 9 | 2017 |
| Enforcing model adequacy in real-time optimization via dedicated parameter adaptation A Ahmad, M Singhal, W Gao, D Bonvin, S Engell IFAC-PapersOnLine 51 (18), 49-54, 2018 | 7 | 2018 |
| On handling cost gradient uncertainty in real-time optimization M Singhal, T Faulwasser, D Bonvin IFAC-PapersOnLine 48 (8), 176-181, 2015 | 6 | 2015 |
| Active directional modifier adaptation with trust region-application to energy-harvesting kites M Jonin, M Singhal, S Diwale, CN Jones, D Bonvin 2018 European Control Conference (ECC), 2312-2317, 2018 | 4 | 2018 |
| Adaptation strategies for tracking constraints under plant-model mismatch M Singhal, T Faulwasser, D Bonvin IFAC-PapersOnLine 51 (18), 833-838, 2018 | 2 | 2018 |
| A note on efficient computation of privileged directions in modifier adaptation M Singhal, AG Marchetti, T Faulwasser, D Bonvin Computers & Chemical Engineering 132, 106524, 2020 | 1 | 2020 |
| Optimal Batch Process Regulation using Self-optimizing Control, NCO tracking M Singhal, RD Gudi IFAC Proceedings Volumes 45 (15), 81-86, 2012 | 1 | 2012 |
| On enforcing the necessary conditions of optimality under plant-model mismatch-what to measure and what to adapt? M Singhal EPFL, 2018 | | 2018 |
| LCSB S Andreozzi, L Angeles Martinez, P Angelino, M Ataman, Y Berset, ... | | |
