3D-printed microrobots from design to translation

SR Dabbagh, MR Sarabi, MT Birtek, S Seyfi… - Nature …, 2022 - nature.com
Microrobots have attracted the attention of scientists owing to their unique features to
accomplish tasks in hard-to-reach sites in the human body. Microrobots can be precisely …

Control and autonomy of microrobots: Recent progress and perspective

J Jiang, Z Yang, A Ferreira… - Advanced Intelligent …, 2022 - Wiley Online Library
After decades of development, microrobots have exhibited great application potential in the
biomedical field, such as minimally invasive surgery, drug delivery, and bio‐sensing …

Devnet: Self-supervised monocular depth learning via density volume construction

K Zhou, L Hong, C Chen, H Xu, C Ye, Q Hu… - European Conference on …, 2022 - Springer
Self-supervised depth learning from monocular images normally relies on the 2D pixel-wise
photometric relation between temporally adjacent image frames. However, they neither fully …

Machine learning for micro-and nanorobots

L Yang, J Jiang, F Ji, Y Li, KL Yung, A Ferreira… - Nature Machine …, 2024 - nature.com
Abstract Machine learning (ML) has revolutionized robotics by enhancing perception,
adaptability, decision-making and more, enabling robots to work in complex scenarios …

AI-enhanced biomedical micro/nanorobots in microfluidics

H Dong, J Lin, Y Tao, Y Jia, L Sun, WJ Li, H Sun - Lab on a Chip, 2024 - pubs.rsc.org
Human beings encompass sophisticated microcirculation and microenvironments,
incorporating a broad spectrum of microfluidic systems that adopt fundamental roles in …

Advanced medical micro-robotics for early diagnosis and therapeutic interventions

D Zhang, TE Gorochowski, L Marucci… - Frontiers in Robotics …, 2023 - frontiersin.org
Recent technological advances in micro-robotics have demonstrated their immense
potential for biomedical applications. Emerging micro-robots have versatile sensing …

Explainable hierarchical imitation learning for robotic drink pouring

D Zhang, Q Li, Y Zheng, L Wei… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
To accurately pour drinks into various containers is an essential skill for service robots.
However, drink pouring is a dynamic process and difficult to model. Traditional deep …

Fabrication and optical manipulation of micro-robots for biomedical applications

D Zhang, Y Ren, A Barbot, F Seichepine, B Lo, ZC Ma… - Matter, 2022 - cell.com
Optical manipulation is a technology that enables accurate manipulation of micro-robots in
fluidic environment. Optical micro-robots, which can be used as micro-tools to perform …

H-net: Unsupervised attention-based stereo depth estimation leveraging epipolar geometry

B Huang, JQ Zheng, S Giannarou… - Proceedings of the …, 2022 - openaccess.thecvf.com
Depth estimation from a stereo image pair has become one of the most explored
applications in computer vision, with most previous methods relying on fully supervised …

Micro-object pose estimation with sim-to-real transfer learning using small dataset

D Zhang, A Barbot, F Seichepine, FPW Lo… - Communications …, 2022 - nature.com
Abstract Three-dimensional (3D) pose estimation of micro/nano-objects is essential for the
implementation of automatic manipulation in micro/nano-robotic systems. However, out-of …