Spotlight on luminescence thermometry: basics, challenges, and cutting‐edge applications

CDS Brites, R Marin, M Suta… - Advanced …, 2023 - Wiley Online Library
Luminescence (nano) thermometry is a remote sensing technique that relies on the
temperature dependency of the luminescence features (eg, bandshape, peak energy or …

Exploiting machine learning for bestowing intelligence to microfluidics

J Zheng, T Cole, Y Zhang, J Kim, SY Tang - Biosensors and Bioelectronics, 2021 - Elsevier
Intelligent microfluidics is an emerging cross-discipline research area formed by combining
microfluidics with machine learning. It uses the advantages of microfluidics, such as high …

Less is more: dimensionality reduction as a general strategy for more precise luminescence thermometry

E Ximendes, R Marin, LD Carlos… - Light: Science & …, 2022 - nature.com
Thermal resolution (also referred to as temperature uncertainty) establishes the minimum
discernible temperature change sensed by luminescent thermometers and is a key figure of …

Microfluidic Platforms for Real‐Time In Situ Monitoring of Biomarkers for Cellular Processes

C Lou, H Yang, Y Hou, H Huang, J Qiu… - Advanced …, 2024 - Wiley Online Library
Cellular processes are mechanisms carried out at the cellular level that are aimed at
guaranteeing the stability of the organism they comprise. The investigation of cellular …

Applications of Artificial Intelligence Models for Computational Flow Dynamics and Droplet Microfluidics

JGC Ramírez, M Hassan… - Journal of Sustainable …, 2022 - publications.dlpress.org
Microfluidics allows for the manipulation and analysis of minuscule amounts of liquid within
a system that contains multiple channels, ports, and samples. Advanced microfluidic …

Aspects of luminescence nanoprobes for thermometry: Progress and outlook

P Kumar, R Patel, N Shrivastava, M Patel… - Applied Materials …, 2023 - Elsevier
The measurement of correct temperature with precise accuracy is crucial to conduct both
scientific research and industrial manufacturing. A conventional thermometer is based on …

Microsystem advances through integration with artificial intelligence

HF Tsai, S Podder, PY Chen - Micromachines, 2023 - mdpi.com
Microfluidics is a rapidly growing discipline that involves studying and manipulating fluids at
reduced length scale and volume, typically on the scale of micro-or nanoliters. Under the …

Neural networks push the limits of luminescence lifetime nanosensing

L Ming, I Zabala‐Gutierrez… - Advanced …, 2023 - Wiley Online Library
Luminescence lifetime‐based sensing is ideally suited to monitor biological systems due to
its minimal invasiveness and remote working principle. Yet, its applicability is limited in …

Machine Learning Enabled Image Analysis of Time‐Temperature Sensing Colloidal Arrays

M Schöttle, T Tran, H Oberhofer, M Retsch - Advanced Science, 2023 - Wiley Online Library
Smart, responsive materials are required in various advanced applications ranging from anti‐
counterfeiting to autonomous sensing. Colloidal crystals are a versatile material class for …

Towards accurate real-time luminescence thermometry: an automated machine learning approach

EP Santos, RS Pugina, EG Hilário… - Sensors and Actuators A …, 2023 - Elsevier
Luminescence thermometry has been extensively exploited in the last decades both from
the fundamental and applied point of views. The application of photoluminescent …