Accelerated automated screening of viscous graphene suspensions with various surfactants for optimal electrical conductivity

Author:

Bash Daniil12ORCID,Chenardy Frederick Hubert3,Ren Zekun4,Cheng Jayce J2,Buonassisi Tonio45,Oliveira Ricardo6,Kumar Jatin N2ORCID,Hippalgaonkar Kedar23ORCID

Affiliation:

1. Department of Chemistry, National University of Singapore, 3 Science Drive, Singapore, 117543, Singapore

2. Institute of Materials Research and Engineering, Agency for Science, Technology and Research (A*STAR), #08-03, 2 Fusionopolis Way, Innovis, Singapore, 138634, Singapore

3. Department of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Ave, Block N4.1, Singapore, 639798, Singapore

4. Singapore-MIT Alliance for Research and Technology, 1 Create Way, #10-01 & #09-03 CREATE Tower, Singapore, 138602, Singapore

5. Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

6. 2D Materials Pte Ltd (2DM), Singapore

Abstract

We robotically produce 288, full-factorial sampled, unique graphene-based drop-casted films, perform automated computer-vision detection followed by thickness and electrical conductivity measurements minimizing human time to ∼17% of the workflow.

Funder

Science and Engineering Research Council

Agency for Science, Technology and Research

National Research Foundation Singapore

Publisher

Royal Society of Chemistry (RSC)

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