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Publications associées (39)
3D printed fiber-optic nanomechanical bioprobe
Sandor Kasas, Jiangtao Zhou, Yiping Wang, Yuguang Chen
Ultrasensitive nanomechanical instruments, e.g. atomic force microscopy (AFM), can be used to perform delicate biomechanical measurements and reveal the complex mechanical environment of biological processes. However, these instruments are limited because ...
IOP Publishing Ltd2023Learning Dynamics of Spring-Mass Models with Physics-Informed Graph Neural Networks
Olga Fink, Vinay Sharma, Manav Manav
We propose a physics-informed message-passing graph neural network (GNN) for learning the dynamics of springmass systems. The proposed method embeds the underlying physics directly into the message-passing scheme of the GNN. We compare the new scheme with ...
Research Publishing2023An Inertial Uni-Axial Interferometer-Based Accelerometer for Harsh Environments
Mark Edward John Butcher, Gerard Aliana Cervera
For high-impact devices, subsequent vibrations have as much influence on the deterioration of the mechanical structure as the impact itself. To mitigate the consequences of both impacts and resulting vibrations, it is crucial to accurately understand the p ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2022