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physics.app-ph2025
Microwave Cytometry with Machine Learning for Shape-Resolved Microplastic Detection
Sayedus Salehin, Syed Shaheer Uddin Ahmed, Uzay Tefek +2
Microplastics are increasingly recognized as a global environmental health threat, yet their detection and characterization remain constrained by the cost, form factor, and through…
physics.app-ph2024
Rapid Differentiation between Microplastic Particles Using Integrated Microwave Cytometry with 3D Electrodes
Yagmur Ceren Alatas, Uzay Tefek, Sayedus Salehin +2
Rapid identification of microparticles in liquid is an important problem in environmental and biomedical applications such as for microplastic detection in water sources and physio…
physics.app-ph2024
Ultrafast Reservoir Computing based on Nonlinear Nanomechanical Resonators at Ambient Conditions
Enise Kartal, Yunus Selcuk, Batuhan E. Kaynak +3
Reservoir computing offers an energy-efficient alternative to deep neural networks (DNNs) by replacing complex hidden layers with a fixed nonlinear system and training only the fin…