Article Highlights
Updates every hour. Last Updated: 22-Oct-2026 21:16 ET (23-Oct-2026 01:16 GMT/UTC)
Article collection on functional materials
KeAi Communications Co., Ltd.This collection features articles on Functional Materials published in Smart Materials in Manufacturing. All articles are free to read and download.
- Journal
- Smart Materials in Manufacturing
Deploying AI-driven smart control for practical energy management in Hong Kong’s built environment
The Hong Kong Polytechnic University- Journal
- Energy
Korea University Ansan Hospital researchers demonstrate brain stimulation therapy improves depression and apathy in Parkinson's disease
Korea University College of Medicine- Journal
- Acta Neuropsychiatrica
Lightening tumors: AI-powered fluorescence imaging enables a new era of precise diagnosis and treatment
Chinese Society for Optical EngineeringFluorescence molecular imaging is an evolving technology for precision tumor diagnosis and therapy. By means of fluorescence probes, it enables the visualization of tumor-associated molecules, cells, or microenvironmental components, thereby facilitating the efficient identification and localization of lesions. With recent advances in the near-infrared II (NIR-II) window, targeted probes, microenvironment-responsive probes, multimodal imaging strategies, and theranostic integrated probes, fluorescence molecular imaging is shifting from a modality primarily used to “visualize lesions” toward a more comprehensive platform for tumor identification, therapy facilitation, and treatment-response monitoring. Meanwhile, artificial intelligence, particularly deep learning, can support image denoising, enhancement, resolution improvement, and three-dimensional localization, and may further assist in tumor recognition and grading, minimal residual disease assessment, and metastatic risk estimation. Overall, the integration of fluorescence imaging with AI is advancing oncology toward a more precise, intelligent, and integrated paradigm; however, key challenges remain, including probe biocompatibility and safety, clinical translation, and the lack of standardized imaging protocols.
- Funder
- National Natural Science and Foundation of China, Beijing Natural Science Foundation, Capital’s Funds for Health Improvement and Research, Shandong Provincial Natural Science Foundation
Researchers explore how changing gravity alters human movement and coordination
Texas A&M UniversityDr. Deanna Kennedy of the Department of Kinesiology and Sport Management and Drs. Ana Diaz Artiles and Bonnie Dunbar from the Department of Aerospace Engineering have partnered to investigate how differences in gravity influence coordination and movement control. Their latest work looks into how the body performs in altered gravity conditions to identify challenges astronauts encounter in space and how the human body adapts when environmental surroundings shift.
“On Earth, we spend our entire lives moving in a 1G environment, where the gravitational force feels natural,” Kennedy said. “But when that changes, the way our body controls movement changes too and understanding that helps us predict where performance may begin to break down.”
- Journal
- Human Movement Science
- Funder
- NASA Human Research Program
Micro-transfer-printed InGaAs/GaAsSb photodetectors on silicon enable broadband, high-speed optical interconnects
Chinese Society for Optical EngineeringAs demand for optical communication capacity continues to grow, the 2 µm wavelength region is emerging as a promising new window for future photonic systems. Researchers have developed a high-speed InGaAs/GaAsSb type-II superlattice photodetector that is heterogeneously integrated on silicon via micro-transfer printing. By combining a backside Au reflector with a low-index BCB cavity, the device achieves broadband operation from 0.8 to 2.5 µm and a 57.9% responsivity enhancement at 2 µm, while maintaining 17–18.7 GHz bandwidth and clear 50 Gbps eye diagrams. The work provides a practical route toward broadband, high-speed photodetectors for silicon photonics and next-generation optical interconnects.
- Journal
- PhotoniX
- Funder
- National Key Technologies R&D Program of China, National Natural Science Foundation of China, Strategic Priority Research Program of the Chinese Academy of Sciences, Research Foundation for Advanced Talents of the Chinese Academy of Sciences, Leading-Edge Technology Program of Jiangsu NSF, State Key Laboratory of Special Rare Metal Materials
Quantum differential holography: A quantum-enhanced computational holographic scheme driven by metasurfaces
Chinese Society for Optical Engineering- Journal
- PhotoniX
- Funder
- Yuelushan Center for Industrial Innovation, National Natural Science Foundation of China