Response to letter to the Editor from Y. Takefuji on “Beyond principal component analysis: Enhancing feature reduction in electronic noses through robust statistical methods”

Trends in Food Science & Technology, Год журнала: 2025, Номер unknown, С. 104918 - 104918

Опубликована: Фев. 1, 2025

Язык: Английский

---

Flexible Organic Transistors for Color Recognition and Nature-Inspired Synaptic Function Simulation: Performance and Stability

ACS Applied Electronic Materials, Год журнала: 2025, Номер unknown

Опубликована: Фев. 19, 2025

Язык: Английский

---

Applications of Carbon-Based Multivariable Chemical Sensors for Analyte Recognition

Nano-Micro Letters, Год журнала: 2025, Номер 17(1)

Опубликована: Май 3, 2025

Abstract Over recent decades, carbon-based chemical sensor technologies have advanced significantly. Nevertheless, significant opportunities persist for enhancing analyte recognition capabilities, particularly in complex environments. Conventional monovariable sensors exhibit inherent limitations, such as susceptibility to interference from coexisting analytes, which results response overlap. Although arrays, through modification of multiple sensing materials, offer a potential solution recognition, their practical applications are constrained by intricate material processes. In this context, multivariable emerged promising alternative, enabling the generation outputs construct comprehensive space while utilizing single material. Among various carbon nanotubes (CNTs) and graphene ideal candidates constructing high-performance sensors, owing well-established batch fabrication processes, superior electrical properties, outstanding capabilities. This review examines progress focusing on CNTs/graphene materials field-effect transistors transducers recognition. The discussion encompasses fundamental aspects these including architectures, performance metrics, pattern algorithms, mechanism. Furthermore, highlights innovative extraction schemes when integrated with algorithms.

Язык: Английский

---

An electronic nose device with rapid and universal odor detection capability

Sensors and Actuators B Chemical, Год журнала: 2025, Номер unknown, С. 137871 - 137871

Опубликована: Май 1, 2025

Язык: Английский

---