Automated High‐Throughput Fatigue Testing of Freestanding Thin Films

A Barrios, C Kunka, J Nogan, K Hattar… - Small …, 2023 - Wiley Online Library
Mechanical testing at small length scales has traditionally been resource‐intensive due to
difficulties with meticulous sample preparation, exacting load alignments, and precision …

Is a high-throughput experimental dataset large enough to accurately estimate a statistic?

Y Zhou, S Lin, X Zhang, H Wu, J Blanchet, Z Suo… - Journal of the …, 2024 - Elsevier
In materials science, experimental datasets are commonly used to estimate various statistics
of random variables. This paper focuses on a specific random variable: the rupture stretch of …

Detection and reduction of systematic bias in high-throughput rupture experiments

H Wu, X Zhang, Y Zhou, J Blanchet, Z Suo… - Journal of the Mechanics …, 2023 - Elsevier
Some high-throughput experiments aim to test many samples simultaneously under
nominally the same conditions. However, whether a particular high-throughput experiment …

[HTML][HTML] Bioinspired Stimuli-Responsive Materials for Soft Actuators

Z Wang, Y Chen, Y Ma, J Wang - Biomimetics, 2024 - mdpi.com
Biological species can walk, swim, fly, jump, and climb with fast response speeds and
motion complexity. These remarkable functions are accomplished by means of soft actuation …

High-throughput experimental method for measuring fatigue crack growth rate curve of soft materials

J Liu, Y Du, Y Zhou, H Wu, T Lu - International Journal of Fatigue, 2024 - Elsevier
The fatigue properties of soft materials, including fatigue crack initiation and propagation,
fatigue life and threshold, have been a significant concern in the past few decades …

[HTML][HTML] A Perspective on Democratizing Mechanical Testing: Harnessing Artificial Intelligence to Advance Sustainable Material Adoption and Decentralized …

CE Athanasiou, X Liu, H Gao - Journal of Applied …, 2024 - asmedigitalcollection.asme.org
Democratized mechanical testing offers a promising solution for enabling the widespread
adoption of recycled and renewably sourced feedstocks. Locally sourced, sustainable …

A Perspective on Democratizing Mechanical Testing: Harnessing AI to Advance Sustainable Material Adoption and Decentralized Manufacturing

CE Athanasiou, X Liu, H Gao - Journal of Applied …, 2024 - asmedigitalcollection.asme.org
Democratized mechanical testing offers a promising solution for decarbonization by
enabling the widespread adoption of sustainable materials, such as recycled or renewably …

Digest Ultrasonic Welding I: Localized Heating and Fuse Bonding

L Yang, L Yang - arXiv preprint arXiv:2301.05810, 2023 - arxiv.org
This paper reports a new insight on the principle of ultrasonic welding process. Physics of
ultrasonic welding process is considered to be an inverse process of shear band formation …