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Machine learning for rapid discovery of laminar flow channel wall modifications that enhance heat transfer

The calculation of heat transfer in fluid flow in simple flat channels is a relatively easy task for various simulations methods. However, once the channel geometry becomes more complex, numerical simulations become a bottleneck in optimizing wall …

Systematic Screening of DMOF-1 with NH2, NO2, Br and Azobenzene Functionalities for Elucidation of Carbon Dioxide and Nitrogen Separation Properties

In this study, dabco MOF-1 (DMOF-1) with four different functional groups (NH2, NO2, Br and azobenzene) has been successfully synthesized through systematic control of the synthesis condition of their parent framework. The functionalised DMOF-1 is …