Self-organizing manufacturing network: A paradigm towards smart manufacturing in mass personalization

Z Qin, Y Lu - Journal of Manufacturing Systems, 2021 - Elsevier
Mass personalization is becoming a reality. It requires responsive and flexible
manufacturing operations for producing individualized products in dynamic batch sizes at …

The science of soft robot design: A review of motivations, methods and enabling technologies

F Stella, J Hughes - Frontiers in Robotics and AI, 2023 - frontiersin.org
Novel technologies, fabrication methods, controllers and computational methods are rapidly
advancing the capabilities of soft robotics. This is creating the need for design techniques …

Outlook on human-centric manufacturing towards Industry 5.0

Y Lu, H Zheng, S Chand, W **a, Z Liu, X Xu… - Journal of Manufacturing …, 2022 - Elsevier
The recent shift to wellbeing, sustainability, and resilience under Industry 5.0 has prompted
formal discussions that manufacturing should be human-centric–placing the wellbeing of …

Embodied intelligence via learning and evolution

A Gupta, S Savarese, S Ganguli, L Fei-Fei - Nature communications, 2021 - nature.com
The intertwined processes of learning and evolution in complex environmental niches have
resulted in a remarkable diversity of morphological forms. Moreover, many aspects of animal …

Evolution gym: A large-scale benchmark for evolving soft robots

J Bhatia, H Jackson, Y Tian, J Xu… - Advances in Neural …, 2021 - proceedings.neurips.cc
Both the design and control of a robot play equally important roles in its task performance.
However, while optimal control is well studied in the machine learning and robotics …

An end-to-end differentiable framework for contact-aware robot design

J Xu, T Chen, L Zlokapa, M Foshey, W Matusik… - arxiv preprint arxiv …, 2021 - arxiv.org
The current dominant paradigm for robotic manipulation involves two separate stages:
manipulator design and control. Because the robot's morphology and how it can be …

Joinable: Learning bottom-up assembly of parametric cad joints

KDD Willis, PK Jayaraman, H Chu… - Proceedings of the …, 2022 - openaccess.thecvf.com
Physical products are often complex assemblies combining a multitude of 3D parts modeled
in computer-aided design (CAD) software. CAD designers build up these assemblies by …

Snail-inspired robotic swarms: a hybrid connector drives collective adaptation in unstructured outdoor environments

D Zhao, H Luo, Y Tu, C Meng, TL Lam - Nature Communications, 2024 - nature.com
Terrestrial self-reconfigurable robot swarms offer adaptable solutions for various tasks.
However, most existing swarms are limited to controlled indoor settings, and often …

Diffaqua: A differentiable computational design pipeline for soft underwater swimmers with shape interpolation

P Ma, T Du, JZ Zhang, K Wu, A Spielberg… - ACM Transactions on …, 2021 - dl.acm.org
The computational design of soft underwater swimmers is challenging because of the high
degrees of freedom in soft-body modeling. In this paper, we present a differentiable pipeline …

Efficient automatic design of robots

D Matthews, A Spielberg, D Rus, S Kriegman… - Proceedings of the …, 2023 - pnas.org
Robots are notoriously difficult to design because of complex interdependencies between
their physical structure, sensory and motor layouts, and behavior. Despite this, almost every …