Browsing Engineering (Faculty of) by Author "Mohammadi, Yousef"
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Heuristic Search Strategy for Transforming Microstructural Patterns to Optimal Copolymerization Recipes
Mohammadi, Yousef; Saeb, Mohammad Reza; Penlidis, Alexander (Wiley, 2018-03-12)Manipulation and optimization of copolymer microstructure for tailoring final properties is of great importance in macromolecular science and engineering. Uncovering the complexities of the interrelationships between ... -
Intelligent Monte Carlo: A new paradigm for inverse polymerization engineering
Mohammadi, Yousef; Saeb, Mohammad Reza; Penlidis, Alexander; Jabbari, Esmaiel; Zinck, Philippe; Stadler, Florian; Matyjaszewski, Krzysztof (Wiley, 2018-05)Traditional computational methods simulate the microstructure of polymer chains from input reaction conditions, but a need exists for predicting optimum reaction conditions in a computationally-demanding multi-variable ... -
‘Optimulation’ in Chemical Reaction Engineering: The Oxidative Coupling of Methane as a Case Study
Mohammadi, Yousef; Penlidis, Alexander (ACS, 2018-06-07)The optimization of reacting systems, including chemical, biological, and macromolecular reactions, is of great importance from both theoretical and practical standpoints. Even though several classical deterministic and ... -
Polymerization Data Mining: A Perspective
Mohammadi, Yousef; Penlidis, Alexander (Wiley, 2019-04-01)Nowadays, ‘Data mining’ is widely proposed by data scientists as the most accepted and powerful approach to properly handle the information explosion. Data mining is defined as the extraction of interesting patterns and ... -
Visualization of bivariate sequence length-chain length distribution in free radical copolymerization
Saeb, Mohammad Reza; Mohammadi, Yousef; Rastin, Hadi; Kermaniyan, Tayebeh Sadat; Penlidis, Alexander (Wiley, 2017-08)Copolymer properties and processability depend on copolymer microstructure, i.e., copolymer composition and monomer unit arrangements along copolymer chains. To predict ultimate properties of copolymers, one needs complete ...