American Journal of Advanced Multidisciplinary Research and Innovation

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Volume 8 Issue 5
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Advanced Materials for Next-Generation Sensors: Integrating Materials Science, Electronics and Intelligent Analytics

Author(s) David E. Clay
Country United States
Abstract The rapid development of artificial intelligence, autonomous systems, healthcare technologies, smart manufacturing and environmental monitoring is increasing demand for sensors with higher sensitivity, selectivity, flexibility, miniaturisation and energy efficiency. Conventional sensing technologies often face limitations when deployed in complex, dynamic and resource-constrained environments. Advanced materials provide new opportunities to address these challenges by enabling novel mechanisms for detecting physical, chemical and biological signals. This paper examines the role of advanced materials in the development of next-generation sensors and explores the integration of materials science, electronics, signal processing and intelligent analytics. Particular attention is given to nanomaterials, two-dimensional materials, conductive polymers, metal–organic frameworks, perovskites, advanced ceramics, biomaterials and multifunctional composites. The paper discusses their applications in wearable healthcare devices, environmental monitoring, industrial systems, robotics, structural health monitoring and Internet of Things platforms. A conceptual architecture is proposed in which advanced sensing materials are integrated with flexible electronics, low-power signal-processing hardware, wireless communication and artificial intelligence. The paper further examines challenges related to material stability, reproducibility, fabrication scalability, calibration, selectivity, power consumption, cybersecurity and long-term reliability. The analysis suggests that future sensor systems will increasingly move beyond isolated sensing elements toward intelligent, self-adaptive and multifunctional platforms capable of sensing, processing and interpreting information locally. Successful development will require closer integration between materials science, electronic engineering, data science and application-specific system design.
Keywords Advanced Materials, Next-Generation Sensors, Nanomaterials, Two-Dimensional Materials, Flexible Electronics, Intelligent Sensors, Artificial Intelligence, Sensor Analytics, Internet of Things, Smart Sensing
Field Engineering
Published In Volume 7, Issue 5, September-October 2025
Published On 2025-09-14
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