Abstract

A technique is presented for collecting data on both the spatial and temporal variations in the electrical properties of a film as it is deposited on a flexible substrate. A flexible printed circuit board substrate with parallel electrodes distributed across its surface was designed. Zinc oxide films were then deposited on the flexible substrate at different temperatures via atmospheric pressure chemical vapour deposition (AP-CVD) using a spatial atomic layer deposition system. AP-CVD is a promising high-throughput thin film deposition technique with applications in flexible electronics. Collecting data on the film properties in-situ allows us to directly observe how deposition conditions affect the evolution of those properties in real-time. The spatial uniformity of the growing film was monitored, and the various stages of film nucleation and growth on the polymer substrate were observed. The measured resistance of the films was observed to be very high until a critical amount of material has been deposited, consistent with Volmer–Weber growth. Furthermore, monitoring the film resistance during post-deposition cooling enabled immediate identification of metallic or semiconducting behaviour within the conductive ZnO films. This technique allows for a more complete understanding of metal chalcogen film growth and properties, and the high volume of data generated will be useful for future implementations of machine-learning directed materials science.

Highlights

  • A technique is presented for collecting data on both the spatial and temporal variations in the electrical properties of a film as it is deposited on a flexible substrate

  • The measured resistance is higher at the outer positions of the polymer substrate (1 and 20) and lowest in the central area of the substrate

  • We developed a novel in-situ method for observing the nucleation, growth, and electrical properties of atmospheric pressure chemical vapour deposition (AP-CVD) films grown on polymer substrates

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Summary

Introduction

A technique is presented for collecting data on both the spatial and temporal variations in the electrical properties of a film as it is deposited on a flexible substrate. Monitoring the film resistance during post-deposition cooling enabled immediate identification of metallic or semiconducting behaviour within the conductive ZnO films This technique allows for a more complete understanding of metal chalcogen film growth and properties, and the high volume of data generated will be useful for future implementations of machine-learning directed materials science. Techniques such as chemical vapour d­ eposition[1] and atomic layer d­ eposition[2] (CVD, ALD) are used to create thin films and nanoparticles for use in many nanoelectronic devices, such as integrated c­ ircuits3, ­photovoltaics[4,5], gas ­sensors[6], display t­echnologies[7], and flexible e­ lectronics[8,9]. Such techniques would enable larger data sets of measured film properties to be generated, which will be essential for the implementation of machine learning in combinatorial materials s­ cience[19,20]

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