{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"submitter":["Zhang H"],"funding":["Major Projects of Natural Science Research in Universities of Anhui Province","Key Natural Science Project of Anhui Provincial Education Department","Doctoral Research Startup Project of Suzhou University"],"pagination":["2513"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC9925446"],"repository":["biostudies-literature"],"omics_type":["Unknown"],"volume":["13(1)"],"pubmed_abstract":["The limited electrical performance of microelectronic devices caused by low inter-particle connectivity and inferior printing quality is still the greatest hurdle to overcome for Aerosol jet printing (AJP) technology. Despite the incorporation of carbon nanotubes (CNTs) and specified solvents into functional inks can improve inter-particle connectivity and ink printability respectively, it is still challenging to consider multiple conflicting properties in mixture design simultaneously. This research proposes a novel hybrid multi-objective optimization method to determine the optimal functional ink composition to achieve low electrical resistivity and high printed line quality. In the proposed approach, silver ink, CNTs ink and ethanol are blended according to mixture design, and two respo"],"journal":["Scientific reports"],"pubmed_title":["A hybrid multi-objective optimization of functional ink composition for aerosol jet 3D printing via mixture design and response surface methodology."],"pmcid":["PMC9925446"],"funding_grant_id":["KJ2021ZD0137","KJ2021A1111","2021BSK023"],"pubmed_authors":["Liu Z","Yin S","Zhang H","Xu H"],"additional_accession":[]},"is_claimable":false,"name":"A hybrid multi-objective optimization of functional ink composition for aerosol jet 3D printing via mixture design and response surface methodology.","description":"The limited electrical performance of microelectronic devices caused by low inter-particle connectivity and inferior printing quality is still the greatest hurdle to overcome for Aerosol jet printing (AJP) technology. Despite the incorporation of carbon nanotubes (CNTs) and specified solvents into functional inks can improve inter-particle connectivity and ink printability respectively, it is still challenging to consider multiple conflicting properties in mixture design simultaneously. This research proposes a novel hybrid multi-objective optimization method to determine the optimal functional ink composition to achieve low electrical resistivity and high printed line quality. In the proposed approach, silver ink, CNTs ink and ethanol are blended according to mixture design, and two respo","dates":{"release":"2023-01-01T00:00:00Z","publication":"2023 Feb","modification":"2025-04-18T21:30:49.023Z","creation":"2025-04-07T09:23:22.824Z"},"accession":"S-EPMC9925446","cross_references":{"pubmed":["36781965"],"doi":["10.1038/s41598-023-29841-0"]}}