Micromachines, Journal Year: 2024, Volume and Issue: 15(11), P. 1350 - 1350
Published: Nov. 1, 2024
Fields such as the Internet of Things (IoT), smart healthcare, and intelligent manufacturing are at forefront technological advancement, involving extensive deployment numerous sophisticated electronic systems devices [...].
Language: Английский
Applied Sciences, Journal Year: 2025, Volume and Issue: 15(4), P. 2219 - 2219
Published: Feb. 19, 2025
The integration of artificial intelligence (AI) with additive manufacturing (AM) is driving breakthroughs in personalized rehabilitation and physical therapy solutions, enabling precise customization to individual patient needs. This article presents the current state knowledge perspectives using solutions for physiotherapy thanks introduction AI AM. Advanced algorithms analyze patient-specific data such as body scans, movement patterns, medical history design customized assistive devices, orthoses, prosthetics. synergy enables rapid prototyping production highly optimized improving comfort, functionality, therapeutic outcomes. Machine learning (ML) models further streamline process by anticipating biomechanical needs adapting designs based on feedback, providing iterative refinement. Cutting-edge techniques leverage generative topology optimization create lightweight yet durable structures that are ideally suited patient’s anatomy goals .AI-based AM also facilitates multi-material devices combine flexibility, strength, sensory capabilities, improved monitoring support during therapy. New include integrating smart sensors printed real-time collection feedback loops adaptive Additionally, these becoming increasingly accessible technology lowers costs improves, democratizing healthcare. Future advances could lead widespread use digital twins simulation before production. AI-based virtual reality (VR) augmented (AR) tools expected provide immersive, training environments along aids. Collaborative platforms federated can enable healthcare providers researchers securely share insights, accelerating innovation. However, challenges regulatory approval, security, ensuring equity access technologies must be addressed fully realize their potential. One major gaps lack large, diverse datasets train models, which limits ability span different demographics conditions. Integration AI–AM systems into should focus processing techniques.
Language: Английский
Citations
0
Journal of Alloys and Compounds, Journal Year: 2025, Volume and Issue: unknown, P. 179905 - 179905
Published: March 1, 2025
Language: Английский
Citations
0
Polymers, Journal Year: 2025, Volume and Issue: 17(9), P. 1140 - 1140
Published: April 22, 2025
This study is concerned with the research and development of nanofibrous hybrid materials functioning as membranes composed polyvinylidene fluoride (PVDF) polymer enriched metal–organic frameworks (MOFs) dopants for adsorption detection gases, dyes, heavy metals in wastewater. Several types nanofiber composites are fabricated by electrostatic spinning. The prepared samples their chemical, optical, material properties analyzed. Subsequently, preliminary investigation dye removal conducted. Accordingly, design these structures may contribute to addressing critical environmental technological challenges.
Language: Английский
Citations
0
Polymer, Journal Year: 2025, Volume and Issue: unknown, P. 128521 - 128521
Published: May 1, 2025
Language: Английский
Citations
0
Polymers, Journal Year: 2024, Volume and Issue: 16(24), P. 3603 - 3603
Published: Dec. 23, 2024
This review explores the integration of polymer materials into piezoelectric composite structures, focusing on their application in sensor technologies, and wearable electronics. Piezoelectric composites combining ceramic phases like BaTiO3, KNN, or PZT with polymers such as PVDF exhibit significant potential due to enhanced flexibility, processability, electrical performance. The synergy between high sensitivity ceramics mechanical flexibility enables development advanced for biomedical devices, energy conversion, smart infrastructure applications. discusses evolution lead-free ceramics, challenges improving polymer–ceramic interfaces, innovations 3D printing surface functionalization, which enhance charge transfer material durability. It also covers effects radiation these materials, particularly nuclear applications, strategies resistance. concludes that play a critical role advancing technologies by addressing environmental functional challenges, paving way future innovations.
Language: Английский
Citations
2
Micromachines, Journal Year: 2024, Volume and Issue: 15(11), P. 1350 - 1350
Published: Nov. 1, 2024
Fields such as the Internet of Things (IoT), smart healthcare, and intelligent manufacturing are at forefront technological advancement, involving extensive deployment numerous sophisticated electronic systems devices [...].
Language: Английский
Citations
0