The DOI matches its Crossref record; 34 of the 34 references it cites were found in a registry or an index.
Microfluidic systems for chemical kinetics that rely on chaotic mixing in droplets
Open accessAbstract
This paper reviews work on a microfluidic system that relies on chaotic advection to rapidly mix multiple reagents isolated in droplets (plugs). Using a combination of turns and straight sections, winding microfluidic channels create unsteady fluid flows that rapidly mix the multiple reagents contained within plugs. The scaling of mixing for a range of channel widths, flow velocities and diffusion coefficients has been investigated. Due to rapid mixing, low sample consumption and transport of reagents with no dispersion, the system is particularly appropriate for chemical kinetics and biochemical assays. The mixing occurs by chaotic advection and is rapid (sub-millisecond), allowing for an accurate description of fast reaction kinetics. In addition, mixing has been characterized and explicitly incorporated into the kinetic model.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Rapid Prototyping of Microfluidic Systems in Poly(dimethylsiloxane)
Duffy, D. C., McDonald, J. C., Schueller, O. J. A., & Whitesides, G. M. (1998) · Analytical Chemistry · doi:10.1021/ac980656z · Cited by 5,288
Chaotic Mixer for Microchannels
Stroock, A. D., Dertinger, S. K. W., Ajdari, A., Mezić, I., Stone, H. A., & Whitesides, G. M. (2002) · Science · doi:10.1126/science.1066238 · Cited by 3,435
Fabrication of microfluidic systems in poly(dimethylsiloxane)
McDonald, J. C., Duffy, D. C., Anderson, J. R., Chiu, D. T., Wu, H., Schueller, O. J. A., & Whitesides, G. M. (2000) · Electrophoresis · doi:10.1002/(sici)1522-2683(20000101)21:1<27::aid-elps27>3.0.co;2-c · Cited by 3,329
Poly(dimethylsiloxane) as a Material for Fabricating Microfluidic Devices
McDonald, J. C., & Whitesides, G. M. (2002) · Accounts of Chemical Research · doi:10.1021/ar010110q · Cited by 2,454
Aref, H. (1984) · Journal of Fluid Mechanics · doi:10.1017/s0022112084001233 · Cited by 1,858
An Integrated Nanoliter DNA Analysis Device
Burns, M. A., Johnson, B. N., Brahmasandra, S. N., Handique, K., Webster, J. R., Krishnan, M., Sammarco, T. S., Man, P. M., Jones, D., Heldsinger, D., et al. (1998) · Science · doi:10.1126/science.282.5388.484 · Cited by 1,299
Passive mixing in a three-dimensional serpentine microchannel
Liu, R. H., Stremler, M. A., Sharp, K. V., Olsen, M. G., Santiago, J. G., Adrian, R. J., Aref, H., & Beebe, D. J. (2000) · Journal of Microelectromechanical Systems · doi:10.1109/84.846699 · Cited by 1,197
Bird, R. B. (2002) · Applied Mechanics Reviews · doi:10.1115/1.1424298 · Cited by 1,144
A Microfluidic System for Controlling Reaction Networks in Time
Song, H., Tice, J. D., & Ismagilov, R. F. (2003) · Angewandte Chemie International Edition · doi:10.1002/anie.200390203 · Cited by 1,082
Self-citationHydrodynamic Focusing on a Silicon Chip: Mixing Nanoliters in Microseconds
Knight, J. B., Vishwanath, A., Brody, J. P., & Austin, R. H. (1998) · Physical Review Letters · doi:10.1103/physrevlett.80.3863 · Cited by 887
Cited by
Teh, S.-Y., Lin, R., Hung, L.-H., & Lee, A. P. (2008) · Lab on a Chip · doi:10.1039/b715524g · Cited by 2,690
Microfluidic lab-on-a-chip platforms: requirements, characteristics and applications
Mark, D., Haeberle, S., Roth, G., von Stetten, F., & Zengerle, R. (2010) · Chemical Society Reviews · doi:10.1039/b820557b · Cited by 1,647
Seemann, R., Brinkmann, M., Pfohl, T., & Herminghaus, S. (2012) · Reports on Progress in Physics · doi:10.1088/0034-4885/75/1/016601 · Cited by 1,049
Multiphase microfluidics: from flow characteristics to chemical and materials synthesis
Günther, A., & Jensen, K. F. (2006) · Lab Chip · doi:10.1039/b609851g · Cited by 983
Luka, G., Ahmadi, A., Najjaran, H., Alocilja, E., DeRosa, M., Wolthers, K., Malki, A., Aziz, H., Althani, A., & Hoorfar, M. (2015) · Sensors · doi:10.3390/s151229783 · Cited by 566
Metadata
- Authors
- Bringer, M. R., Gerdts, C. J., Song, H., Tice, J. D., & Ismagilov, R. F.
- Venue
- Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences
- Publisher
- The Royal Society
- Published
- 2004-05-15
- Volume
- 362
- Issue
- 1818
- Pages
- 1087-1104
- ISSN
- 1364-503X (ISSN-L)
- 1471-2962
- OpenAlex
- W2003339931
- Cited by
- 416
- References
- 34
- FWCI
- 10.85
- Type
- journal article
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Microfluidic systems for chemical kinetics that rely on chaotic mixing in droplets. https://app.cochat.ai/papers/10.1098/rsta.2003.1364
- The paper
- Bringer, M. R., Gerdts, C. J., Song, H., Tice, J. D., & Ismagilov, R. F. (2004). Microfluidic systems for chemical kinetics that rely on chaotic mixing in droplets. Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences. https://doi.org/10.1098/rsta.2003.1364
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.