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Computer-aided molecular design of ionic liquids as advanced process media: a review from fundamentals to applications
The unique physicochemical properties, flexible structural tunability, and giant chemical
space of ionic liquids (ILs) provide them a great opportunity to match different target …
space of ionic liquids (ILs) provide them a great opportunity to match different target …
Deep learning and knowledge-based methods for computer-aided molecular design—toward a unified approach: State-of-the-art and future directions
The optimal design of compounds through manipulating properties at the molecular level is
often the key to considerable scientific advances and improved process systems …
often the key to considerable scientific advances and improved process systems …
Group contribution-based property estimation methods: advances and perspectives
R Gani - Current Opinion in Chemical Engineering, 2019 - Elsevier
Highlights•A brief overview on the state of the art in group-contribution based property
estimation methods, which are simple methods, easy to use, have some predictive …
estimation methods, which are simple methods, easy to use, have some predictive …
Next generation pure component property estimation models: With and without machine learning techniques
Physiochemical properties of pure components serve as the basis for the design and
simulation of chemical products and processes. Models based on the molecular structural …
simulation of chemical products and processes. Models based on the molecular structural …
Combining group-contribution concept and graph neural networks toward interpretable molecular property models
ARN Aouichaoui, F Fan, SS Mansouri… - Journal of Chemical …, 2023 - ACS Publications
Quantitative structure–property relationships (QSPRs) are important tools to facilitate and
accelerate the discovery of compounds with desired properties. While many QSPRs have …
accelerate the discovery of compounds with desired properties. While many QSPRs have …
[HTML][HTML] Working fluid and system optimisation of organic Rankine cycles via computer-aided molecular design: A review
Organic Rankine cycle (ORC) systems are a class of distributed power-generation systems
that are suitable for the efficient conversion of low-to-medium temperature thermal energy to …
that are suitable for the efficient conversion of low-to-medium temperature thermal energy to …
Challenges and opportunities in computer-aided molecular design
LY Ng, FK Chong… - Computers & Chemical …, 2015 - Elsevier
In this paper, the significant development, current challenges and future opportunities in the
field of chemical product design using computer-aided molecular design (CAMD) tools are …
field of chemical product design using computer-aided molecular design (CAMD) tools are …
Integration of life cycle assessment software with tools for economic and sustainability analyses and process simulation for sustainable process design
S Kalakul, P Malakul, K Siemanond, R Gani - Journal of cleaner production, 2014 - Elsevier
The sustainable future of the world challenges engineers to develop chemical process
designs that are not only technically and economically feasible but also environmental …
designs that are not only technically and economically feasible but also environmental …
A machine learning based computer-aided molecular design/screening methodology for fragrance molecules
Although the business of flavors and fragrances has become a multibillion dollar market, the
design/screening of fragrances still relies on the experience of specialists as well as …
design/screening of fragrances still relies on the experience of specialists as well as …
[HTML][HTML] Application of interpretable group-embedded graph neural networks for pure compound properties
ARN Aouichaoui, F Fan, J Abildskov, G Sin - Computers & Chemical …, 2023 - Elsevier
The ability to evaluate pure compound properties of various molecular species is an
important prerequisite for process simulation in general and in particular for computer-aided …
important prerequisite for process simulation in general and in particular for computer-aided …