A model-based methodology for simultaneous design and control of a bioethanol production process. - Merlin Alvarado-Morales; Mohd Kamaruddin Abd Hamid; Gürkan Sin; Krist V. Gernaey; John M. Woodley; Rafiqul Gani (Comput. Chem. Eng., 2010)

Integration of process design and controller design for chemical processes using model-based methodology. - Mohd Kamaruddin Abd Hamid; Gürkan Sin; Rafiqul Gani (Comput. Chem. Eng., 2010)

Assessing reliability of cellulose hydrolysis models to support biofuel process design - Identifiability and uncertainty analysis. - Gürkan Sin; Anne S. Meyer; Krist V. Gernaey (Comput. Chem. Eng., 2010)

A systematic approach for fine-tuning of fuzzy controllers applied to WWTPs. - M. V. Ruano; J. Ribes; Gürkan Sin; Aurora Seco; José Ferrer (Environ. Model. Softw., 2010)

A generic multi-dimensional model-based system for batch cooling crystallization processes. - Noor Asma Fazli Abdul Samad; Ravendra Singh; Gürkan Sin; Krist V. Gernaey; Rafiqul Gani (Comput. Chem. Eng., 2011)

A framework for model-based optimization of bioprocesses under uncertainty: Lignocellulosic ethanol production case. - Ricardo Morales-Rodriguez; Anne S. Meyer; Krist V. Gernaey; Gürkan Sin (Comput. Chem. Eng., 2012)

Integrated business and engineering framework for synthesis and design of enterprise-wide processing networks. - Alberto Quaglia; Bent Sarup; Gürkan Sin; Rafiqul Gani (Comput. Chem. Eng., 2012)

Estimation of Environment-Related Properties of Chemicals for Design of Sustainable Processes: Development of Group-Contribution+ (GC+) Property Models and Uncertainty Analysis. - Amol Shivajirao Hukkerikar; Sawitree Kalakul; Bent Sarup; Douglas M. Young; Gürkan Sin; Rafiqul Gani (J. Chem. Inf. Model., 2012)

Modelling and L1 adaptive control of pH in bioethanol enzymatic process. - Remus Mihail Prunescu; Mogens Blanke; Gürkan Sin (ACC, 2013)

Modelling and ℒ1 adaptive control of temperature in biomass pretreatment. - Remus Mihail Prunescu; Mogens Blanke; Gürkan Sin (CDC, 2013)

Hazard Identification of the Offshore Three-Phase Separation Process Based on Multilevel Flow Modeling and HAZOP. - Jing Wu 025; Laibin Zhang; Morten Lind; Wei Liang; Jinqiu Hu; Sten Bay Jørgensen; Gürkan Sin; Zia Ullah Khokhar (IEA/AIE, 2013)

First principles pharmacokinetic modeling: A quantitative study on Cyclosporin. - Andrej Mosat; Eric Lueshen; Martina Heitzig; Cierra Hall; Andreas A. Linninger; Gürkan Sin; Rafiqul Gani (Comput. Chem. Eng., 2013)

A systematic framework for enterprise-wide optimization: Synthesis and design of processing networks under uncertainty. - Alberto Quaglia; Bent Sarup; Gürkan Sin; Rafiqul Gani (Comput. Chem. Eng., 2013)

A systematic framework for design of process monitoring and control (PAT) systems for crystallization processes. - Noor Asma Fazli Abdul Samad; Gürkan Sin; Krist V. Gernaey; Rafiqul Gani (Comput. Chem. Eng., 2013)

A computer-aided framework for development, identification and management of physiologically-based pharmacokinetic models. - Martina Heitzig; Andreas A. Linninger; Gürkan Sin; Rafiqul Gani (Comput. Chem. Eng., 2014)

Development of novel control strategies for single-stage autotrophic nitrogen removal: A process oriented approach. - Anna Katrine Vangsgaard; Miguel Mauricio-Iglesias; Krist V. Gernaey; Gürkan Sin (Comput. Chem. Eng., 2014)

Computer-aided modelling template: Concept and application. - Marina Fedorova; Gürkan Sin; Rafiqul Gani (Comput. Chem. Eng., 2015)

Systematic network synthesis and design: Problem formulation, superstructure generation, data management and solution. - Alberto Quaglia; Carina L. Gargalo; Siwanat Chairakwongsa; Gürkan Sin; Rafiqul Gani (Comput. Chem. Eng., 2015)

A mathematical programming framework for early stage design of wastewater treatment plants. - Hande Bozkurt; Alberto Quaglia; Krist V. Gernaey; Gürkan Sin (Environ. Model. Softw., 2015)

Regulatory control analysis and design for sewer systems. - Ane Loft Mollerup; Peter Steen Mikkelsen; Dines Thornberg; Gürkan Sin (Environ. Model. Softw., 2015)

An integrated knowledge-based and optimization tool for the sustainable selection of wastewater treatment process concepts. - Alba Castillo; Peam Cheali; V. Gómez; Joaquim Comas; Manel Poch; Gürkan Sin (Environ. Model. Softw., 2016)

A methodological approach to the design of optimising control strategies for sewer systems. - Ane Loft Mollerup; Peter Steen Mikkelsen; Gürkan Sin (Environ. Model. Softw., 2016)

Meta-modeling based efficient global sensitivity analysis for wastewater treatment plants - An application to the BSM2 model. - Resul Al; Chitta Ranjan Behera; Alexandr Zubov; Krist V. Gernaey; Gürkan Sin (Comput. Chem. Eng., 2019)

Computer-aided molecular product-process design under property uncertainties - A Monte Carlo based optimization strategy. - Jérôme Frutiger; Stefano Cignitti; Jens Abildskov; John M. Woodley; Gürkan Sin (Comput. Chem. Eng., 2019)

The Monte Carlo driven and machine learning enhanced process simulator. - Mark Nicholas Jones; Jérôme Frutiger; Nevin Gerek Ince; Gürkan Sin (Comput. Chem. Eng., 2019)

Stochastic simulation-based superstructure optimization framework for process synthesis and design under uncertainty. - Resul Al; Chitta Ranjan Behera; Krist V. Gernaey; Gürkan Sin (Comput. Chem. Eng., 2020)

Comprehensive development, uncertainty and sensitivity analysis of a model for the hydrolysis of rapeseed oil. - Hector Forero-Hernandez; Mark Nicholas Jones; Bent Sarup; Anker Degn Jensen; Jens Abildskov; Gürkan Sin (Comput. Chem. Eng., 2020)

An integrated framework for plant data-driven process modeling using deep-learning with Monte-Carlo simulations. - Soonho Hwangbo; Resul Al; Gürkan Sin (Comput. Chem. Eng., 2020)

Design of control framework based on deep reinforcement learning and Monte-Carlo sampling in downstream separation. - Soonho Hwangbo; Gürkan Sin (Comput. Chem. Eng., 2020)

Comprehensive sensitivity analysis and process risk assessment of large scale pharmaceutical crystallization processes. - Merve Öner; Stuart M. Stocks; Gürkan Sin (Comput. Chem. Eng., 2020)

Combining Group-Contribution Concept and Graph Neural Networks Toward Interpretable Molecular Property Models. - Adem R. N. Aouichaoui; Fan Fan; Seyed Soheil Mansouri; Jens Abildskov; Gürkan Sin (J. Chem. Inf. Model., 2023)

Integrated capacity and production planning in the pharmaceutical supply chain: Framework and models. - Simon B. Lindahl; Deenesh K. Babi; Krist V. Gernaey; Gürkan Sin (Comput. Chem. Eng., 2023)

Application of interpretable group-embedded graph neural networks for pure compound properties. - Adem R. N. Aouichaoui; Fan Fan; Jens Abildskov; Gürkan Sin (Comput. Chem. Eng., 2023)

KT-Biologics I (KTB1): A dynamic simulation model for continuous biologics manufacturing. - Mohammad Reza Boskabadi; Pedram Ramin; Julian Kager; Gürkan Sin; Seyed Soheil Mansouri (Comput. Chem. Eng., 2024)

Pharmaceutical capacity expansion under uncertainty: Framework and models. - Simon B. Lindahl; Deenesh K. Babi; Gürkan Sin (Comput. Chem. Eng., 2024)

A process systems engineering view of environmental impact assessment in renewable and sustainable energy production: Status and perspectives. - Carina L. Gargalo; Haoshui Yu; Nikolaus Vollmer; Ahmad Arabkoohsar; Krist V. Gernaey; Gürkan Sin (Comput. Chem. Eng., 2024)

Fairer benchmark of group contribution and machine learning models for property prediction: A new data splitting strategy. - Adem R. N. Aouichaoui; Jingkang Liang; Jens Abildskov; Gürkan Sin (Comput. Chem. Eng., 2025)