High-Throughput Atomic Force Microscopes Operating in Parallel
H. Sadeghian, R. Herfst, B. Dekker, J. Winters, T. Bijnagte, and R., Rijnbeek

TL;DR
This paper introduces a parallelized approach to atomic force microscopy by miniaturizing and operating multiple AFMs simultaneously, significantly increasing throughput for large-area and multi-parameter nanoscale measurements.
Contribution
The paper presents a proof of principle for a parallel AFM system that enables independent operation of miniaturized AFMs for faster, multi-parameter, and large-area nanometrology.
Findings
Demonstrated parallel AFM with analysis of semiconductor wafers.
Enabled simultaneous measurement of topography and physical properties.
Provided a new platform for high-throughput nanometrology.
Abstract
Atomic force microscopy (AFM) is an essential nanoinstrument technique for several applications such as cell biology and nanoelectronics metrology and inspection. The need for statistically significant sample sizes means that data collection can be an extremely lengthy process in AFM. The use of a single AFM instrument is known for its very low speed and not being suitable for scanning large areas, resulting in very-low-throughput measurement. We address this challenge by parallelizing AFM instruments. The parallelization is achieved by miniaturizing the AFM instrument and operating many of them simultaneously. This nanoinstrument has the advantages that each miniaturized AFM can be operated independently and that the advances in the field of AFM, both in terms of speed and imaging modalities, can be implemented more easily. Moreover, a parallel AFM instrument also allows one to measure…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
