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M

Mehmet Mercangöz

imperial college london

21H-index
95Paper Count
1.8KCitation Count
Published Papers 40
Publication Date
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Physics-informed symbolic regression for data-efficient kinetic model discovery
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2026-10-17
err0
errOAAI
errMiguel Ángel de Carvalho Servia; Ammar Ali; Ilya Orson Sandoval; King Kuok (Mimi) Hii; Klaus Hellgardt; Dongda Zhang; Mehmet Mercangöz; Ehecatl Antonio del Rio Chanona
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errSave
From detection to action: Using LLM agents for Fault-Tolerant Control
errJournal of Process Control
IF3.9
err2026-09-19
err0
errOAAI
errJaval Vyas; Milapji Singh Gill; Artan Markaj; Felix Gehlhoff; Mehmet Mercangöz
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errSave
System-level design and thermal operability assessment of an onboard cracking process for – fuelled aeroengines
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2026-08-29
err0
errOAAI
errSiyu Guo; Sida Chai; Haiyang Jiang; Ziheng Zhao; Qiushi Hua; Mehmet Mercangöz
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errSave
Safety-aware load sharing in compressor stations using constrained Bayesian optimization
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2026-08-29
err0
errOAAI
errLiqiu Dong; Mohamed Becha; Johannes Köhler; Marta Zagorowska; Mehmet Mercangöz
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errSave
An uncertainty calibration framework for process monitoring with autoencoders
errJournal of Process Control
IF3.9
err2026-08-01
err0
PREAI
errYu, Jiaxin; Mercangoz, Mehmet; Qin, S. Joe
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errSave
A k-nearest neighbours framework with Trajectory-Embedded Decay for cycle-time forecasting in temperature swing adsorption
errDigital Chemical Engineering
IF4.1
err2026-07-01
err0
errOAAI
errYasser Algoufily; Francesco Borghesan; Diederik Vanhoutte; Mehmet Mercangöz
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errSave
Dynamic Modeling and Control Analysis of a PTES System for Grid Support and Multi-Temperature Industrial Heat Delivery
errIndustrial & Engineering Chemistry Research
IF0
err2026-04-01
err0
errOAAI
errAlp Albay; Mehmet Mercangöz
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errSave
Hybrid Data-Driven and Mechanistic CO2 Soft Sensor with MHE-Imputed Labels and Covariance-Weighted Fusion in a Pilot-Scale Absorber
errProcesses
IF2.8
err2026-03-13
err0
errOAAI
errSida Chai; Siyu Guo; Mehmet Mercangöz
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errSave
Safe deployment of offline reinforcement learning via input convex action correction
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2026-01-21
err0
errOAAI
errDurkin, Alex; Stolte, Jasper; Jones, Matthew; Pitchumani, Raghuraman; Li, Bei; Michler, Christian; Mercangoz, Mehmet
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errSave
HOFLON: Hybrid Offline Learning and Online Optimization for process start-up and grade-transition control
errComputers & Chemical Engineering
IF3.9
err2026-01-16
err0
errOAAI
errAlex Durkin; Jasper Stolte; Mehmet Mercangöz
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errSave
Variable-horizon economic MPC for cyclic industrial air dryers using hybrid models and state estimation
errComputers & Chemical Engineering
IF3.9
err2026-01-16
err0
PREAI
errSida Chai; Ece Serenat Köksal; Xiangyin Kong; Winston S.K. Tang; Erdal Aydın; Mehmet Mercangöz
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errSave
PC-Gym: Benchmark environments for process control problems
errComputers & Chemical Engineering
IF3.9
err2025-08-30
err0
PREAI
errMaximilian Bloor; José Torraca; Ilya Orson Sandoval; Akhil Ahmed; Martha White; Mehmet Mercangöz; Calvin Tsay; Ehecatl Antonio Del Rio Chanona; Max Mowbray
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errSave
Transforming the Process Industries through Electrification: Challenges and Opportunities
errIndustrial & Engineering Chemistry Research
IF0
err2025-07-29
err0
PREAI
errMichael Baldea; Elizabeth E. Endler; Elaine Hale; Christos T. Maravelias; Massimiliano Barolo; Iiro Harjunkoski; Mehmet Mercangoz; Sirish L. Shah; Masoud Soroush; Brent R. Young; Qi Zhang
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errSave
State estimation for industrial desiccant air dryers using hybrid mechanistic and machine learning models
errCOMPUTERS IN INDUSTRY
IF9.1
err2025-06-01
err0
PREAI
errChai, Sida; Kong, Xiangyin; Mercangoz, Mehmet
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errSave
From automated to autonomous process operations
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-05-01
err0
errOAAI
errBaldea, Michael; Georgiou, Apostolos T.; Gopaluni, Bhushan; Mercangoz, Mehmet; Pantelides, Constantinos C.; Sheth, Kiran; Zavala, Victor M.; Georgakis, Christos
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errSave
ARRTOC: Adversarially Robust Real-Time Optimization and Control
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-03-01
err0
errOAAI
errAhmed, Akhil; del Rio-Chanona, Ehecatl Antonio; Mercangoz, Mehmet
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errSave
Control-Informed Reinforcement Learning for Chemical Processes
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2025-02-20
err0
errOAAI
errBloor, Maximilian; Ahmed, Akhil; Kotecha, Niki; Mercangoz, Mehmet; Tsay, Calvin; del Rio-Chanona, Ehecatl Antonio
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errSave
Comparative Study of Machine Learning and System Identification for Process Systems Engineering Dynamics
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2025-02-12
err0
errOAAI
errAhmed, Akhil; del Rio-Chanona, Ehecatl Antonio; Mercangoz, Mehmet
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errSave
Design and implementation of an Autonomous Systems Training Environment framework for control algorithm evaluation in autonomous plant operation
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-10-01
err0
errOAAI
errMarkaj, Artan; Mercangoz, Mehmet; Fay, Alexander
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errSave
A self-supervised leak detection method for natural gas gathering pipelines considering unlabeled multi-class non-leak data
errCOMPUTERS IN INDUSTRY
IF9.1
err2024-08-01
err3
PREAI
errZuo, Zhonglin; Zhang, Hao; Li, Zheng; Ma, Li; Liang, Shan; Liu, Tong; Mercangoz, Mehmet
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Manfred Morari
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S
S. Joe Qin
H-index: 83 · Papers: 467
S
Sheng Chen
H-index: 80 · Papers: 1.1K
F
François Maréchal
H-index: 74 · Papers: 856
J
Jay H. Lee
H-index: 65 · Papers: 636
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