| A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant Y Zhuang, Y Liu, A Ahmed, Z Zhong, EA del Rio Chanona, CP Hale, ... Computers in Industry 143, 103747, 2022 | 11 | 2022 |
| Online feedback optimization of compressor stations with model adaptation using Gaussian process regression M Zagorowska, M Degner, L Ortmann, A Ahmed, S Bolognani, ... Journal of Process Control 121, 119-133, 2023 | 7 | 2023 |
| Application of Gaussian Processes to online approximation of compressor maps for load-sharing in a compressor station A Ahmed, M Zagorowska, EA del Rio-Chanona, M Mercangöz 2022 European Control Conference (ECC), 205-212, 2022 | 3 | 2022 |
| Linearizing nonlinear dynamics using deep learning A Ahmed, EA del Rio-Chanona, M Mercangöz Computers & Chemical Engineering 170, 108104, 2023 | 2 | 2023 |
| Adversarially Robust Real-Time Optimization and Control (ARRTOC) A Ahmed, A del Rio Chanona, M Mercangoz 2023 AIChE Annual Meeting, 2023 | | 2023 |
| ARRTOC: Adversarially Robust Real-Time Optimization and Control A Ahmed, EA del Rio-Chanona, M Mercangoz arXiv preprint arXiv:2309.04386, 2023 | | 2023 |
| Exploring the Dynamics of the Specialty Insurance Market Using a Novel Discrete Event Simulation Framework: a Lloyd's of London Case Study S Olmez, A Ahmed, K Kam, Z Feng, A Tua arXiv preprint arXiv:2307.05581, 2023 | | 2023 |
| Application of Gaussian Processes to Online Approximation of Compressor Maps for Load-Sharing Optimization A Ahmed, M Zagorowska, A del Rio Chanona, M Mercangoz 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Machine Learning and System Identification for Dynamical Systems: A Comparative Review A Ahmed, A del Rio Chanona, M Mercangoz 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Learning Linear Representations of Nonlinear Dynamics Using Deep Learning A Ahmed, EA del Rio-Chanona, M Mercangöz IFAC-PapersOnLine 55 (12), 162-169, 2022 | | 2022 |
Mehmet MercangözABB Reader in Autonomous Industrial Systems at Imperial College LondonDirección de correo verificada de imperial.ac.uk
