Machine learning for microfluidic design and control

D McIntyre, A Lashkaripour, P Fordyce, D Densmore - Lab on a Chip, 2022 - pubs.rsc.org
Microfluidics has developed into a mature field with applications across science and
engineering, having particular commercial success in molecular diagnostics, next …

Microfluidics for electrochemical energy conversion

OA Ibrahim, M Navarro-Segarra, P Sadeghi… - Chemical …, 2022 - ACS Publications
Electrochemical energy conversion is an important supplement for storage and on-demand
use of renewable energy. In this regard, microfluidics offers prospects to raise the efficiency …

Microfluidic fuel cells: A review

E Kjeang, N Djilali, D Sinton - Journal of Power Sources, 2009 - Elsevier
A microfluidic fuel cell is defined as a fuel cell with fluid delivery and removal, reaction sites
and electrode structures all confined to a microfluidic channel. Microfluidic fuel cells typically …

Membrane-less hydrogen bromine flow battery

WA Braff, MZ Bazant, CR Buie - Nature communications, 2013 - nature.com
In order for the widely discussed benefits of flow batteries for electrochemical energy storage
to be applied at large scale, the cost of the electrochemical stack must come down …

A microfluidic fuel cell with flow-through porous electrodes

E Kjeang, R Michel, DA Harrington… - Journal of the …, 2008 - ACS Publications
A microfluidic fuel cell architecture incorporating flow-through porous electrodes is
demonstrated. The design is based on cross-flow of aqueous vanadium redox species …

Air-breathing laminar flow-based microfluidic fuel cell

RS Jayashree, L Gancs, ER Choban… - Journal of the …, 2005 - ACS Publications
This communication reports the design and characterization of an air-breathing laminar flow-
based microfluidic fuel cell (LFFC). The performance of previous LFFC designs was cathode …

A review on membraneless laminar flow-based fuel cells

SAM Shaegh, NT Nguyen, SH Chan - International Journal of Hydrogen …, 2011 - Elsevier
The review article provides a methodical approach for understanding membraneless
laminar flow-based fuel cells (LFFCs), also known as microfluidic fuel cells. Membraneless …

Effects of channel geometry and electrode architecture on reactant transportation in membraneless microfluidic fuel cells: A review

M Tanveer, ES Lim, KY Kim - Fuel, 2021 - Elsevier
The review article introduces the development in membraneless microfluidic fuel cells
(MMFCs) focusing on the microchannel geometry and electrode architecture and …

Computational modeling studies on microfluidic fuel cell: A prospective review

B Wu, X Xu, G Dong, M Zhang, S Luo… - … and Sustainable Energy …, 2024 - Elsevier
Microfluidic fuel cell (MFC) is a burgeoning category of micro fuel cell technology based on
laminar flow electrolytes. The merits of MFC, such as the absence of membrane electrolyte …

Guiding the optimization of membraneless microfluidic fuel cells via explainable artificial intelligence: Comparative analyses of multiple machine learning models and …

DD Nguyen, M Tanveer, HN Mai, TQD Pham, H Khan… - Fuel, 2023 - Elsevier
Membraneless microfluidic fuel cells (MMFCs) offer great potential for clean energy
production, but their expense and tedious optimization process have limited their wider use …