Gürkan Sin - RankMe

39 papers C 2Journal 36Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Failure Detection in Chemical Processes Using Symbolic Machine Learning: A Case Study on Ethylene Oxidation. CoRR Julien Amblard, Niklas Groll, Matthew Tait, Mark Law, Gürkan Sin, Alessandra Russo
2026	J	`jnl`	Large Language Model Agent for User-friendly Chemical Process Simulations. CoRR Jingkang Liang, Niklas Groll, Gürkan Sin
2025	J	`jnl`	Fairer benchmark of group contribution and machine learning models for property prediction: A new data splitting strategy. Comput. Chem. Eng. Adem R. N. Aouichaoui, Jingkang Liang, Jens Abildskov, Gürkan Sin
2024	J	`jnl`	A process systems engineering view of environmental impact assessment in renewable and sustainable energy production: Status and perspectives. Comput. Chem. Eng. Carina L. Gargalo, Haoshui Yu, Nikolaus Vollmer, Ahmad Arabkoohsar, Krist V. Gernaey, Gürkan Sin
2024	J	`jnl`	KT-Biologics I (KTB1): A dynamic simulation model for continuous biologics manufacturing. Comput. Chem. Eng. Mohammad Reza Boskabadi, Pedram Ramin, Julian Kager, Gürkan Sin, Seyed Soheil Mansouri
2024	J	`jnl`	Pharmaceutical capacity expansion under uncertainty: Framework and models. Comput. Chem. Eng. Simon B. Lindahl, Deenesh K. Babi, Gürkan Sin
2023	J	`jnl`	Application of interpretable group-embedded graph neural networks for pure compound properties. Comput. Chem. Eng. Adem R. N. Aouichaoui, Fan Fan, Jens Abildskov, Gürkan Sin
2023	J	`jnl`	Combining Group-Contribution Concept and Graph Neural Networks Toward Interpretable Molecular Property Models. J. Chem. Inf. Model. Adem R. N. Aouichaoui, Fan Fan, Seyed Soheil Mansouri, Jens Abildskov, Gürkan Sin
2023	J	`jnl`	Integrated capacity and production planning in the pharmaceutical supply chain: Framework and models. Comput. Chem. Eng. Simon B. Lindahl, Deenesh K. Babi, Krist V. Gernaey, Gürkan Sin
2020	J	`jnl`	An integrated framework for plant data-driven process modeling using deep-learning with Monte-Carlo simulations. Comput. Chem. Eng. Soonho Hwangbo, Resul Al, Gürkan Sin
2020	J	`jnl`	Comprehensive development, uncertainty and sensitivity analysis of a model for the hydrolysis of rapeseed oil. Comput. Chem. Eng. Hector Forero-Hernandez, Mark Nicholas Jones, Bent Sarup, Anker Degn Jensen, Jens Abildskov, Gürkan Sin
2020	J	`jnl`	Comprehensive sensitivity analysis and process risk assessment of large scale pharmaceutical crystallization processes. Comput. Chem. Eng. Merve Öner, Stuart M. Stocks, Gürkan Sin
2020	J	`jnl`	Design of control framework based on deep reinforcement learning and Monte-Carlo sampling in downstream separation. Comput. Chem. Eng. Soonho Hwangbo, Gürkan Sin
2020	J	`jnl`	Stochastic simulation-based superstructure optimization framework for process synthesis and design under uncertainty. Comput. Chem. Eng. Resul Al, Chitta Ranjan Behera, Krist V. Gernaey, Gürkan Sin
2019	J	`jnl`	Computer-aided molecular product-process design under property uncertainties - A Monte Carlo based optimization strategy. Comput. Chem. Eng. Jérôme Frutiger, Stefano Cignitti, Jens Abildskov, John M. Woodley, Gürkan Sin
2019	J	`jnl`	Meta-modeling based efficient global sensitivity analysis for wastewater treatment plants - An application to the BSM2 model. Comput. Chem. Eng. Resul Al, Chitta Ranjan Behera, Alexandr Zubov, Krist V. Gernaey, Gürkan Sin
2019	J	`jnl`	The Monte Carlo driven and machine learning enhanced process simulator. Comput. Chem. Eng. Mark Nicholas Jones, Jérôme Frutiger, Nevin Gerek Ince, Gürkan Sin
2016	J	`jnl`	A methodological approach to the design of optimising control strategies for sewer systems. Environ. Model. Softw. Ane Loft Mollerup, Peter Steen Mikkelsen, Gürkan Sin
2016	J	`jnl`	An integrated knowledge-based and optimization tool for the sustainable selection of wastewater treatment process concepts. Environ. Model. Softw. Alba Castillo, Peam Cheali, V. Gómez, Joaquim Comas, Manel Poch, Gürkan Sin
2015	J	`jnl`	A mathematical programming framework for early stage design of wastewater treatment plants. Environ. Model. Softw. Hande Bozkurt, Alberto Quaglia, Krist V. Gernaey, Gürkan Sin
2015	J	`jnl`	Computer-aided modelling template: Concept and application. Comput. Chem. Eng. Marina Fedorova, Gürkan Sin, Rafiqul Gani
2015	J	`jnl`	Regulatory control analysis and design for sewer systems. Environ. Model. Softw. Ane Loft Mollerup, Peter Steen Mikkelsen, Dines Thornberg, Gürkan Sin
2015	J	`jnl`	Systematic network synthesis and design: Problem formulation, superstructure generation, data management and solution. Comput. Chem. Eng. Alberto Quaglia, Carina L. Gargalo, Siwanat Chairakwongsa, Gürkan Sin, Rafiqul Gani
2014	J	`jnl`	A computer-aided framework for development, identification and management of physiologically-based pharmacokinetic models. Comput. Chem. Eng. Martina Heitzig, Andreas A. Linninger, Gürkan Sin, Rafiqul Gani
2014	J	`jnl`	Development of novel control strategies for single-stage autotrophic nitrogen removal: A process oriented approach. Comput. Chem. Eng. Anna Katrine Vangsgaard, Miguel Mauricio-Iglesias, Krist V. Gernaey, Gürkan Sin
2013	J	`jnl`	A systematic framework for design of process monitoring and control (PAT) systems for crystallization processes. Comput. Chem. Eng. Noor Asma Fazli Abdul Samad, Gürkan Sin, Krist V. Gernaey, Rafiqul Gani
2013	J	`jnl`	A systematic framework for enterprise-wide optimization: Synthesis and design of processing networks under uncertainty. Comput. Chem. Eng. Alberto Quaglia, Bent Sarup, Gürkan Sin, Rafiqul Gani
2013	J	`jnl`	First principles pharmacokinetic modeling: A quantitative study on Cyclosporin. Comput. Chem. Eng. Andrej Mosat, Eric Lueshen, Martina Heitzig, Cierra Hall, Andreas A. Linninger, Gürkan Sin, Rafiqul Gani
2013	C	`conf`	Hazard Identification of the Offshore Three-Phase Separation Process Based on Multilevel Flow Modeling and HAZOP. IEA/AIE Jing Wu, Laibin Zhang, Morten Lind, Wei Liang, Jinqiu Hu, Sten Bay Jørgensen, Gürkan Sin, Zia Ullah Khokhar
2013	C	`conf`	Modelling and L1 adaptive control of pH in bioethanol enzymatic process. ACC Remus Mihail Prunescu, Mogens Blanke, Gürkan Sin
2013	—	`conf`	Modelling and ℒ1 adaptive control of temperature in biomass pretreatment. CDC Remus Mihail Prunescu, Mogens Blanke, Gürkan Sin
2012	J	`jnl`	A framework for model-based optimization of bioprocesses under uncertainty: Lignocellulosic ethanol production case. Comput. Chem. Eng. Ricardo Morales-Rodriguez, Anne S. Meyer, Krist V. Gernaey, Gürkan Sin
2012	J	`jnl`	Estimation of Environment-Related Properties of Chemicals for Design of Sustainable Processes: Development of Group-Contribution J. Chem. Inf. Model. Amol Shivajirao Hukkerikar, Sawitree Kalakul, Bent Sarup, Douglas M. Young, Gürkan Sin, Rafiqul Gani
2012	J	`jnl`	Integrated business and engineering framework for synthesis and design of enterprise-wide processing networks. Comput. Chem. Eng. Alberto Quaglia, Bent Sarup, Gürkan Sin, Rafiqul Gani
2011	J	`jnl`	A generic multi-dimensional model-based system for batch cooling crystallization processes. Comput. Chem. Eng. Noor Asma Fazli Abdul Samad, Ravendra Singh, Gürkan Sin, Krist V. Gernaey, Rafiqul Gani
2010	J	`jnl`	A model-based methodology for simultaneous design and control of a bioethanol production process. Comput. Chem. Eng. Merlin Alvarado-Morales, Mohd Kamaruddin Abd Hamid, Gürkan Sin, Krist V. Gernaey, John M. Woodley, Rafiqul Gani
2010	J	`jnl`	A systematic approach for fine-tuning of fuzzy controllers applied to WWTPs. Environ. Model. Softw. M. V. Ruano, J. Ribes, Gürkan Sin, Aurora Seco, José Ferrer
2010	J	`jnl`	Assessing reliability of cellulose hydrolysis models to support biofuel process design - Identifiability and uncertainty analysis. Comput. Chem. Eng. Gürkan Sin, Anne S. Meyer, Krist V. Gernaey
2010	J	`jnl`	Integration of process design and controller design for chemical processes using model-based methodology. Comput. Chem. Eng. Mohd Kamaruddin Abd Hamid, Gürkan Sin, Rafiqul Gani