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G. Sin · SciRah

Researcher profile · Semantic Scholar

G. Sin

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G. Sin — researcher profile on SciRah

h-index: 44
Works: 393
Citations: 7,662

Most-cited papers

Optimal design and operation of an Organic Rankine Cycle (ORC) system driven by solar energy with sensible thermal energy storage
Hao-Shui Yu, Henrik Helland, Xing-Ji Yu, T. Gundersen +1 more
2021148 citations Open access
Semantic Scholar
Integrated Model for Understanding N2O Emissions from Wastewater Treatment Plants: A Deep Learning Approach.
Soonho Hwangbo, Resul Al, Xue-Ming Chen, G. Sin
2021Environmental Science and Technology104 citations Open access
Semantic Scholar
Meta-modeling based efficient global sensitivity analysis for wastewater treatment plants - An application to the BSM2 model
Resul Al, C. Behera, A. Zubov, K. Gernaey +1 more
2019Computers and Chemical Engineering65 citations Open access
Semantic Scholar
Activated sludge models at the crossroad of artificial intelligence—A perspective on advancing process modeling
G. Sin, Resul Al
2021npj Clean Water46 citations Open access
Semantic Scholar
Combining Group-Contribution Concept and Graph Neural Networks Toward Interpretable Molecular Property Models
Adem R. N. Aouichaoui, Fan Fan, S. Mansouri, J. Abildskov +1 more
2023Journal of Chemical Information and Modeling43 citations Open access
Semantic Scholar
Predicting the oxidant demand in full-scale drinking water treatment using an artificial neural network: Uncertainty and sensitivity analysis
Lluís Godo-Pla, Pere Emiliano, F. Valero, M. Poch +2 more
2019Chemical engineering research & design43 citations Open access
Semantic Scholar
CFD predicted pH gradients in lactic acid bacteria cultivations
R. Spann, Jens Glibstrup, Klaus Pellicer-Alborch, S. Junne +7 more
2018Biotechnology and Bioengineering43 citations Open access
Semantic Scholar
Comprehensive evaluation of a data driven control strategy: Experimental application to a pharmaceutical crystallization process
M. Öner, F. Montes, Tim Ståhlberg, S. Stocks +2 more
2020Chemical engineering research & design37 citations Open access
Semantic Scholar
An integrated framework for plant data-driven process modeling using deep-learning with Monte-Carlo simulations
Soonho Hwangbo, Resul Al, G. Sin
2020Computers and Chemical Engineering37 citations Open access
Semantic Scholar
Towards Digitalization in Bio-Manufacturing Operations: A Survey on Application of Big Data and Digital Twin Concepts in Denmark
Isuru A. Udugama, M. Öner, P. C. Lopez, Christan Beenfeldt +4 more
2021Frontiers in Chemical Engineering36 citations Open access
Semantic Scholar
Understanding N2O formation mechanisms through sensitivity analyses using a plant-wide benchmark simulation model
R. Boiocchi, K. Gernaey, G. Sin
201736 citations Open access
Semantic Scholar
Output uncertainty of dynamic growth models: Effect of uncertain parameter estimates on model reliability
E. Anane, Diana C. López C, T. Barz, G. Sin +3 more
2019Biochemical engineering journal34 citations Open access
Semantic Scholar
Design of control framework based on deep reinforcement learning and Monte-Carlo sampling in downstream separation
Soonho Hwangbo, G. Sin
2020Computers and Chemical Engineering32 citations
Semantic Scholar
Computer-aided molecular product-process design under property uncertainties - A Monte Carlo based optimization strategy
Jérôme Frutiger, Stefano Cignitti, J. Abildskov, J. Woodley +1 more
2019Computers and Chemical Engineering32 citations Open access
Semantic Scholar
Stochastic simulation-based superstructure optimization framework for process synthesis and design under uncertainty
Resul Al, C. Behera, K. Gernaey, G. Sin
2020Computers and Chemical Engineering31 citations Open access
Semantic Scholar
Organic carbon recovery modeling for a rotating belt filter and its impact assessment on a plant-wide scale
C. Behera, D. Santoro, K. Gernaey, G. Sin
201829 citations Open access
Semantic Scholar
A probabilistic model-based soft sensor to monitor lactic acid bacteria fermentations
R. Spann, C. Roca, David Kold, Anna Eliasson Lantz +2 more
2018Biochemical engineering journal28 citations Open access
Semantic Scholar
Design and preliminary operation of a hybrid syngas/solar PV/battery power system for off-grid applications: A case study in Thailand
Sompol Kohsri, Apichart Meechai, Chaiwat Prapainainar, Phavanee Narataraksa +2 more
201828 citations Open access
Semantic Scholar
Modeling of Polyhydroxyalkanoate Synthesis from Biogas by Methylocystis hirsuta
Xue-Ming Chen, Y. Rodríguez, J. López, R. Muñoz +2 more
202025 citations Open access
Semantic Scholar
Dynamic Plantwide Modeling, Uncertainty, and Sensitivity Analysis of a Pharmaceutical Upstream Synthesis: Ibuprofen Case Study
F. Montes, K. Gernaey, G. Sin
201825 citations Open access
Semantic Scholar
Multiscale modeling of poly(lactic acid) production: From reaction conditions to rheology of polymer melt
A. Zubov, G. Sin
201825 citations Open access
Semantic Scholar
Application of interpretable group-embedded graph neural networks for pure compound properties
Adem R. N. Aouichaoui, Fan Fan, J. Abildskov, G. Sin
2023Computers and Chemical Engineering23 citations Open access
Semantic Scholar
Plant-wide assessment of alternative activated sludge configurations for biological nutrient removal under uncertain influent characteristics.
Elham Ramin, X. Flores-Alsina, Chris Gaszynski, T. Harding +7 more
2022Science of the Total Environment21 citations Open access
Semantic Scholar
Unravelling the environmental and economic impacts of innovative technologies for the enhancement of biogas production and sludge management in wastewater systems.
A. Arias, C. Behera, G. Feijóo, G. Sin +1 more
2020Journal of Environmental Management21 citations Open access
Semantic Scholar
Integrated capacity and production planning in the pharmaceutical supply chain: Framework and models
S. Lindahl, Deenesh K. Babi, K. Gernaey, G. Sin
2023Computers and Chemical Engineering20 citations Open access
Semantic Scholar
Dynamic Simulation of Natural Gas Transmission Pipeline Systems through Autoregressive Neural Networks
Mohammad Fakhroleslam, R. B. Boozarjomehry, Ali M. Sahlodin, G. Sin +1 more
2021Industrial & Engineering Chemistry Research18 citations Open access
Semantic Scholar
Scale-up Modeling of a Pharmaceutical Crystallization Process via Compartmentalization Approach
M. Öner, C. Bach, Tannaz Tajsoleiman, G. Molla +5 more
201818 citations
Semantic Scholar
Model Development for the Optimization of Operational Conditions of the Pretreatment of Wheat Straw
N. Vollmer, Jasper L. S. P. Driessen, C. K. Yamakawa, K. Gernaey +2 more
2021Chemical Engineering Journal17 citations Open access
Semantic Scholar
Development of an integrated network for waste-to-energy and central utility systems considering air pollutant emissions pinch analysis
Soonho Hwangbo, G. Sin, Gahee Rhee, C. Yoo
2020Journal of Cleaner Production17 citations Open access
Semantic Scholar
Comprehensive sensitivity analysis and process risk assessment of large scale pharmaceutical crystallization processes
M. Öner, S. Stocks, G. Sin
2020Computers and Chemical Engineering17 citations Open access
Semantic Scholar
Reverse Engineering of Working Fluid Selection for Industrial Heat Pump Based on Monte Carlo Sampling and Uncertainty Analysis
Jérôme Frutiger, Benjamin Zühlsdorf, B. Elmegaard, J. Abildskov +1 more
2018Industrial & Engineering Chemistry Research17 citations
Semantic Scholar
Impact of granule size distribution on nitrous oxide production in autotrophic nitrogen removal granular reactor.
Xue-Ming Chen, G. Sin, Bing-Jie Ni
2019Science of the Total Environment16 citations Open access
Semantic Scholar
The Monte Carlo driven and machine learning enhanced process simulator
M. Jones, Jérôme Frutiger, Nevin Gerek Ince, G. Sin
2019Computers and Chemical Engineering15 citations Open access
Semantic Scholar
Synergistic optimization framework for the process synthesis and design of biorefineries
N. Vollmer, Resul Al, K. Gernaey, G. Sin
2021Frontiers of Chemical Science and Engineering14 citations Open access
Semantic Scholar
A process synthesis tool for WWTP – An application to design sustainable energy recovery facilities
C. Behera, Resul Al, K. Gernaey, G. Sin
202013 citations Open access
Semantic Scholar
Nitrite effect on the phosphorus uptake activity of phosphate accumulating organisms (PAOs) in pilot-scale SBR and MBR reactors
G. Sin, Kwinten Niville, Giulia Bachis, T. Jiang +3 more
2019Water S.A13 citations Open access
Semantic Scholar
Life cycle assessment of an integrated xylitol biorefinery with value-added co-products
N. Vollmer, C. L. Gargalo, K. Gernaey, S. Olsen +1 more
2023The International Journal of Life Cycle Assessment12 citations Open access
Semantic Scholar
Monitoring and Modeling of Creaming in Oil-in-Water Emulsions
T. Deb, N. Lebaz, M. Ozdemir, R. Govoreanu +3 more
2022Industrial & Engineering Chemistry Research12 citations Open access
Semantic Scholar
Comparison of Group-Contribution and Machine Learning-based Property Prediction Models with Uncertainty Quantification
Adem R. N. Aouichaoui, Resul Al, J. Abildskov, G. Sin
202131st European Symposium on Computer Aided Process Engineering12 citations
Semantic Scholar
Editorial: Applications of Monte Carlo Method in Chemical, Biochemical and Environmental Engineering
G. Sin, A. Espuña
2020Frontiers in Energy Research12 citations Open access
Semantic Scholar
Dynamic model validation and advanced polymer control for rotating belt filtration as primary treatment of domestic wastewaters
R. Boiocchi, C. Behera, A. Sherratt, C. DeGroot +3 more
202011 citations Open access
Semantic Scholar
Superstructure Optimization of Oleochemical Processes with Surrogate Models
M. Jones, H. Forero-Hernandez, A. Zubov, B. Sarup +1 more
201811 citations
Semantic Scholar
Scale-up Modeling of a Pharmaceutical Antisolvent Crystallization via a Hybrid Method of Computational Fluid Dynamics and Compartmental Modeling
M. Öner, S. Stocks, J. Abildskov, G. Sin
2019Computers and Chemical Engineering10 citations
Semantic Scholar
Solubility Prediction of Different Forms of Pharmaceuticals in Single and Mixed Solvents Using Symmetric Electrolyte Nonrandom Two-Liquid Segment Activity Coefficient Model
G. Molla, M. Freitag, S. Stocks, K. T. Nielsen +1 more
2019Industrial & Engineering Chemistry Research9 citations
Semantic Scholar
Puncture of an import gasoline pipeline—Spray effects may evaporate more fuel than a Buncefield-type tank overfill event
F. Hedlund, Jan Boier Pedersen, G. Sin, F. Garde +2 more
2019Chemical engineering research & design9 citations Open access
Semantic Scholar
Land‐use planning risk estimates for a chemical industrial park in China – A longitudinal study
Xinsheng Hu, Zongzhi Wu, Frank Huess Hedlund, Jan Boier Pedersen +3 more
20189 citations Open access
Semantic Scholar
Comprehensive development, uncertainty and sensitivity analysis of a model for the hydrolysis of rapeseed oil
H. Forero-Hernandez, M. Jones, B. Sarup, A. D. Jensen +2 more
2020Computers and Chemical Engineering8 citations Open access
Semantic Scholar
Covariance-based uncertainty analysis of reference equations of state
Howard Cheung, Jérôme Frutiger, I. Bell, J. Abildskov +2 more
2020Journal of Chemical and Engineering Data8 citations Open access
Semantic Scholar
Uncertainty in the prediction of the thermophysical behavior of new halogenated working fluids
Maria E. Mondejar, Jérôme Frutiger, Stefano Cignitti, J. Abildskov +3 more
2019Fluid Phase Equilibria8 citations Open access
Semantic Scholar
Economic Risk Analysis and Critical Comparison of Biodiesel Production Systems
S. Mansouri, C. L. Gargalo, Isuru A. Udugama, P. Ramin +3 more
2018Biofuel and Biorefinery Technologies8 citations
Semantic Scholar

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