Machine learning‐enabled optimization of melt electro‐writing three‐dimensional printing

AC Abdullah, O Ozarslan, SS Farshi, SR Dabbagh… - …, 2024 - Wiley Online Library
Melt electrowriting (MEW) is a solvent‐free (ie, no volatile chemicals), a high‐resolution
three‐dimensional (3D) printing method that enables the fabrication of semi‐flexible …

Acoustohydrodynamic micromixers: Basic mixing principles, programmable mixing prospectives, and biomedical applications

C Bai, X Tang, Y Li, T Arai, Q Huang, X Liu - Biomicrofluidics, 2024 - pubs.aip.org
Acoustohydrodynamic micromixers offer excellent mixing efficiency, cost-effectiveness, and
flexible controllability compared with conventional micromixers. There are two mechanisms …

An efficient framework for controllable micromixer design through the fusion of data-driven modeling and machine learning insights: Numerical and experimental …

F Hassani, F Sadegh Moghanlou, A Minaei, M Vajdi… - Physics of …, 2024 - pubs.aip.org
Micromixers are inevitable components in microfluidics, micro-electro-mechanical devices,
and numerous bio-chemical assays. By assays, we mean diverse analytical procedures …

Ultra-microscale Chemistry Experiment on Microfluidic Devices: A New Trend in Chemical Education

C Xu, L Cai, Z Huang - Journal of Chemical Education, 2024 - ACS Publications
Microfluidic-based ultramicroscale chemistry experiments involve the manipulation and
consumption of reagents on a microliter or submicroliter scale in a microfluidic device. This …

A Visual User Interfaces for Constant Checking of Non-Invasive Physiological Parameters

S Jelbeb, A Alzubi - Applied Sciences, 2023 - mdpi.com
Objective: this study proposes the development of a wireless graphical interface with a
monitoring system that allows for extensive integration with a variety of non-invasive …

Towards Design Automation of Microfluidic Mixers: Leveraging Reinforcement Learning and Artificial Neural Networks

Y Chen, T Sun, Z Liu, Y Zhang, J Wang - Micromachines, 2024 - mdpi.com
Microfluidic mixers, a pivotal application of microfluidic technology, are primarily utilized for
the rapid amalgamation of diverse samples within microscale devices. Given the intricacy of …