[HTML][HTML] Machine Learning in 3D and 4D Printing of Polymer Composites: A Review

I Malashin, I Masich, V Tynchenko, A Gantimurov… - Polymers, 2024 - mdpi.com
The emergence of 3D and 4D printing has transformed the field of polymer composites,
facilitating the fabrication of complex structures. As these manufacturing techniques continue …

Bionic Recognition Technologies Inspired by Biological Mechanosensory Systems

X Zhang, C Wang, X Pi, B Li, Y Ding, H Yu… - Advanced …, 2025 - Wiley Online Library
Mechanical information is a medium for perceptual interaction and health monitoring of
organisms or intelligent mechanical equipment, including force, vibration, sound, and flow …

[HTML][HTML] Highly Transparent, Mechanically Robust, and Conductive Eutectogel Based on Oligoethylene Glycol and Deep Eutectic Solvent for Reliable Human Motions …

Z Huang, J **e, T Li, L Xu, P Liu, J Peng - Polymers, 2024 - mdpi.com
Recently, eutectogels have emerged as ideal candidates for flexible wearable strain
sensors. However, the development of eutectogels with robust mechanical strength, high …

A Self‐Detection Mechanism Toward Stable Multiple Perception of Ionic Skins

S Shen, C Liu, W Fan, K Sui - Advanced Functional Materials, 2025 - Wiley Online Library
Ionic skins (I‐skins) hold significant potential for mimicking the complex sensory functions of
human skin. However, they suffer from unstable sensing performance because the water …

Mechanically adaptable microdomed hydrogels for flexible pressure sensors with broad detection range and stable signal output

X Liu, S Hao, Y Wang, L Zheng, Z Hu, J Wen… - Chemical Engineering …, 2025 - Elsevier
Broad detection range and stable signal output are crucial for pressure sensors, particularly
in precision monitoring for applications like in wearable electronics and human–machine …

3D printed self-healing, degradable on-skin electronics with liquid metal for multi-functional monitoring

M Hu, J Yu, W Li, Y Shuai, L Ai, Z Wang - Chemical Engineering Journal, 2025 - Elsevier
Soft, flexible electronics is boosting the monitoring physiological data and assessing health
conditions. However, their further practical utilization is limited due to the lack of intrinsic …

3D printable double-network ionogels with a multi-angle zigzag pattern for enhanced linearity and sensitivity of stretchable ionic sensors

MS Kim, CY Lee, DH Park, JE Lee, KG Cho… - Chemical Engineering …, 2025 - Elsevier
With a considerable attention in wearable smart electronic devices, stretchable sensors are
of great significance to meet the requirements of monitoring various human motions …

Advanced Morphological and Material Engineering for High‐Performance Interfacial Iontronic Pressure Sensors

F Zhuo, Z Ding, X Yang, F Chu, Y Liu, Z Gao… - Advanced …, 2025 - Wiley Online Library
High‐performance flexible pressure sensors are crucial for applications such as wearable
electronics, interactive systems, and healthcare technologies. Among these, iontronic …

Longevous ionogels with high strength, conductivity, adhesion and thermoplasticity

Y Liang, L Lin, H Liang, Z Zhong - Chemical Engineering Journal, 2024 - Elsevier
The longevity of flexible electronics substantially influences their viability for practical use. At
present, the service life of pliable devices utilizing conductive gels is frequently …

[HTML][HTML] Enhancing helmet pressure sensing with advanced 3D printed gyroid architectures

C Bao, DJ Agron, T Kim, C Vattathichirayi, EL Thomas… - Materials & Design, 2025 - Elsevier
The gyroid structure, known for its exceptional strength and energy absorption, is ideal for
3D printing applications due to its self-supporting capability. Existing simulation models …