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Batista BC, Morris AZ, Steinbock O. Pattern selection by material aging: Modeling chemical gardens in two and three dimensions. Proc Natl Acad Sci U S A 2023; 120:e2305172120. [PMID: 37399415 PMCID: PMC10334770 DOI: 10.1073/pnas.2305172120] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/18/2023] [Indexed: 07/05/2023] Open
Abstract
Chemical gardens are complex, often macroscopic, structures formed by precipitation reactions. Their thin walls compartmentalize the system and adjust in size and shape if the volume of the interior reactant solution is increased by osmosis or active injection. Spatial confinement to a thin layer is known to result in various patterns including self-extending filaments and flower-like patterns organized around a continuous, expanding front. Here, we describe a cellular automaton model for this type of self-organization, in which each lattice site is occupied by one of the two reactants or the precipitate. Reactant injection causes the random replacement of precipitate and generates an expanding near-circular precipitate front. If this process includes an age bias favoring the replacement of fresh precipitate, thin-walled filaments arise and grow-like in the experiments-at the leading tip. In addition, the inclusion of a buoyancy effect allows the model to capture various branched and unbranched chemical garden shapes in two and three dimensions. Our results provide a model of chemical garden structures and highlight the importance of temporal changes in the self-healing membrane material.
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Affiliation(s)
- Bruno C. Batista
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL32306-4390
| | - Amari Z. Morris
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL32306-4390
| | - Oliver Steinbock
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL32306-4390
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Gallas JAC, Steinbock O. Editorial for Focus Issue: From chemical oscillations to applications of nonlinear dynamics: Dedicated to Richard J. Field on the occasion of his 80th birthday. CHAOS (WOODBURY, N.Y.) 2022; 32:100401. [PMID: 36319292 DOI: 10.1063/5.0127462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 09/22/2022] [Indexed: 06/16/2023]
Affiliation(s)
- Jason A C Gallas
- Instituto de Altos Estudos da Paraíba, Rua Silvino Lopes 419-2502, 58039-190 João Pessoa, Brazil
| | - Oliver Steinbock
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, Florida 32306-4390, USA
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Ding Y, Gutiérrez-Ariza CM, Zheng M, Felgate A, Lawes A, Sainz-Díaz CI, Cartwright JHE, Cardoso SSS. Downward fingering accompanies upward tube growth in a chemical garden grown in a vertical confined geometry. Phys Chem Chem Phys 2022; 24:17841-17851. [PMID: 35851594 DOI: 10.1039/d2cp01862d] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Chemical gardens are self-assembled structures of mineral precipitates enabled by semi-permeable membranes. To explore the effects of gravity on the formation of chemical gardens, we have studied chemical gardens grown from cobalt chloride pellets and aqueous sodium silicate solution in a vertical Hele-Shaw cell. Through photography, we have observed and quantitatively analysed upward growing tubes and downward growing fingers. The latter were not seen in previous experimental studies involving similar physicochemical systems in 3-dimensional or horizontal confined geometry. To better understand the results, further studies of flow patterns, buoyancy forces, and growth dynamics under schlieren optics have been carried out, together with characterisation of the precipitates with scanning electron microscopy and X-ray diffractometry. In addition to an ascending flow and the resulting precipitation of tubular filaments, a previously not reported descending flow has been observed which, under some conditions, is accompanied by precipitation of solid fingering structures. We conclude that the physics of both the ascending and descending flows are shaped by buoyancy, together with osmosis and chemical reaction. The existence of the descending flow might highlight a limitation in current experimental methods for growing chemical gardens under gravity, where seeds are typically not suspended in the middle of the solution and are confined by the bottom of the vessel.
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Affiliation(s)
- Yang Ding
- Department of Chemical Engineering and Biotechnology, West Cambridge Site, University of Cambridge, Philippa Fawcett Drive, Cambridge CB3 0AS, UK.
| | - Carlos M Gutiérrez-Ariza
- Instituto Andaluz de Ciencias de la Tierra, Consejo Superior de Investigaciones Científicas-Universidad de Granada, Avenida de las Palmeras, 4, E-18100 Armilla, Granada, Spain.
| | - Mingchuan Zheng
- Department of Chemical Engineering and Biotechnology, West Cambridge Site, University of Cambridge, Philippa Fawcett Drive, Cambridge CB3 0AS, UK.
| | - Amy Felgate
- Department of Chemical Engineering and Biotechnology, West Cambridge Site, University of Cambridge, Philippa Fawcett Drive, Cambridge CB3 0AS, UK.
| | - Anna Lawes
- Department of Chemical Engineering and Biotechnology, West Cambridge Site, University of Cambridge, Philippa Fawcett Drive, Cambridge CB3 0AS, UK.
| | - C Ignacio Sainz-Díaz
- Instituto Andaluz de Ciencias de la Tierra, Consejo Superior de Investigaciones Científicas-Universidad de Granada, Avenida de las Palmeras, 4, E-18100 Armilla, Granada, Spain.
| | - Julyan H E Cartwright
- Instituto Andaluz de Ciencias de la Tierra, Consejo Superior de Investigaciones Científicas-Universidad de Granada, Avenida de las Palmeras, 4, E-18100 Armilla, Granada, Spain. .,Instituto Carlos I de Física Teórica y Computacional, Facultad de Ciencias, Universidad de Granada, Avenida de Fuente Nueva, s/n, E-18071 Granada, Spain
| | - Silvana S S Cardoso
- Department of Chemical Engineering and Biotechnology, West Cambridge Site, University of Cambridge, Philippa Fawcett Drive, Cambridge CB3 0AS, UK.
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Rocha LAM, Thorne L, Wong JJ, Cartwright JHE, Cardoso SSS. Archimedean Spirals Form at Low Flow Rates in Confined Chemical Gardens. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2022; 38:6700-6710. [PMID: 35593590 PMCID: PMC9161446 DOI: 10.1021/acs.langmuir.2c00633] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 05/03/2022] [Indexed: 06/15/2023]
Abstract
We describe and study the formation of confined chemical garden patterns. At low flow rates of injection of cobalt chloride solution into a Hele-Shaw cell filled with sodium silicate, the precipitate forms with a thin filament wrapping around an expanding "candy floss" structure. The result is the formation of an Archimedean spiral structure. We model the growth of the structure mathematically. We estimate the effective density of the precipitate and calculate the membrane permeability. We set the results within the context of recent experimental and modeling work on confined chemical garden filaments.
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Affiliation(s)
- Luis A. M. Rocha
- Department
of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB2 3RA, U.K.
| | - Lewis Thorne
- Department
of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB2 3RA, U.K.
| | - Jasper J. Wong
- Department
of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB2 3RA, U.K.
| | - Julyan H. E. Cartwright
- Instituto
Andaluz de Ciencias de la Tierra, CSIC−Universidad
de Granada, 18100 Armilla, Granada, Spain
- Instituto
Carlos I de Física Teórica y Computacional, Universidad de Granada, 18071 Granada, Spain
| | - Silvana S. S. Cardoso
- Department
of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB2 3RA, U.K.
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