The mechanisms for nanoparticle surface diffusion and chain self-assembly determined from real-time nanoscale kinetics in liquid

Woehl, Taylor J.; Prozorov, Tanya

doi:10.1021/acs.jpcc.5b07164

Title: The mechanisms for nanoparticle surface diffusion and chain self-assembly determined from real-time nanoscale kinetics in liquid

Journal Article · Thu Aug 20 00:00:00 EDT 2015 · Journal of Physical Chemistry. C

DOI:https://doi.org/10.1021/acs.jpcc.5b07164· OSTI ID:1234519

Woehl, Taylor J. ^[1]; Prozorov, Tanya ^[1]

Ames Lab. (AMES), Ames, IA (United States)

The mechanisms for nanoparticle self-assembly are often inferred from the morphology of the final nanostructures in terms of attractive and repulsive interparticle interactions. Understanding how nanoparticle building blocks are pieced together during self-assembly is a key missing component needed to unlock new strategies and mechanistic understanding of this process. Here we use real-time nanoscale kinetics derived from liquid cell transmission electron microscopy investigation of nanoparticle self-assembly to show that nanoparticle mobility dictates the pathway for self-assembly and final nanostructure morphology. We describe a new method for modulating nanoparticle diffusion in a liquid cell, which we employ to systematically investigate the effect of mobility on self-assembly of nanoparticles. We interpret the observed diffusion in terms of electrostatically induced surface diffusion resulting from nanoparticle hopping on the liquid cell window surface. Slow-moving nanoparticles self-assemble predominantly into linear 1D chains by sequential attachment of nanoparticles to existing chains, while highly mobile nanoparticles self-assemble into chains and branched structures by chain–chain attachments. Self-assembly kinetics are consistent with a diffusion-driven mechanism; we attribute the change in self-assembly pathway to the increased self-assembly rate of highly mobile nanoparticles. Furthermore, these results indicate that nanoparticle mobility can dictate the self-assembly mechanism and final nanostructure morphology in a manner similar to interparticle interactions.

View Accepted Manuscript (DOE)

Cite

Export

Save

Research Organization:: Ames Laboratory (AMES), Ames, IA (United States)

Sponsoring Organization:: USDOE Office of Science (SC), Basic Energy Sciences (BES)

Grant/Contract Number:: AC02-07CH11358

OSTI ID:: 1234519

Report Number(s):: IS-J-8635

Journal Information:: Journal of Physical Chemistry. C, Vol. 119, Issue 36; ISSN 1932-7447

Publisher:: American Chemical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

Citation Metrics:

Cited by: 76 works

Citation information provided by
Web of Science

References (70)

Colloidal nanocrystal heterostructures with linear and branched topology Milliron, Delia J.; Hughes, Steven M.; Cui, Yi Nature, Vol. 430, Issue 6996, p. 190-195 https://doi.org/10.1038/nature02695	journal	July 2004
Colloidal nanocrystal synthesis and the organic–inorganic interface Yin, Yadong; Alivisatos, A. Paul Nature, Vol. 437, Issue 7059, p. 664-670 https://doi.org/10.1038/nature04165	journal	September 2005
Drying-mediated self-assembly of nanoparticles Rabani, Eran; Reichman, David R.; Geissler, Phillip L. Nature, Vol. 426, Issue 6964 https://doi.org/10.1038/nature02087	journal	November 2003
Colloidal Synthesis and Self-Assembly of CoPt ₃ Nanocrystals Shevchenko, Elena V.; Talapin, Dmitri V.; Rogach, Andrey L. Journal of the American Chemical Society, Vol. 124, Issue 38 https://doi.org/10.1021/ja025976l	journal	September 2002
Self-Assembly of Tetrahedral CdSe Nanocrystals: Effective “Patchiness” via Anisotropic Steric Interaction Boles, Michael A.; Talapin, Dmitri V. Journal of the American Chemical Society, Vol. 136, Issue 16 https://doi.org/10.1021/ja501596z	journal	April 2014
Self-orienting nanocubes for the assembly of plasmonic nanojunctions Gao, Bo; Arya, Gaurav; Tao, Andrea R. Nature Nanotechnology, Vol. 7, Issue 7 https://doi.org/10.1038/nnano.2012.83	journal	June 2012
Hollow Anatase TiO ₂ Single Crystals and Mesocrystals with Dominant {101} Facets for Improved Photocatalysis Activity and Tuned Reaction Preference Jiao, Wei; Wang, Lianzhou; Liu, Gang ACS Catalysis, Vol. 2, Issue 9 https://doi.org/10.1021/cs300229e	journal	July 2012
The Morphology Control of BaTiO ₃ Particles Synthesized in Water and a Water/Ethanol Solvent Maček Kržmanc, Marjeta; Bračko, Ines; Budič, Bojan Journal of the American Ceramic Society, Vol. 96, Issue 11 https://doi.org/10.1111/jace.12607	journal	October 2013
Spongelike Nanosized Mn ₃ O ₄ as a High-Capacity Anode Material for Rechargeable Lithium Batteries Gao, Jie; Lowe, Michael A.; Abruña, Héctor D. Chemistry of Materials, Vol. 23, Issue 13 https://doi.org/10.1021/cm201039w	journal	July 2011
Mn₃O₄−Graphene Hybrid as a High-Capacity Anode Material for Lithium Ion Batteries Wang, Hailiang; Cui, Li-Feng; Yang, Yuan Journal of the American Chemical Society, Vol. 132, Issue 40, p. 13978-13980 https://doi.org/10.1021/ja105296a	journal	October 2010
Additive-free synthesis of unique TiO ₂ mesocrystals with enhanced lithium-ion intercalation properties Hong, Zhensheng; Wei, Mingdeng; Lan, Tongbin Energy Environ. Sci., Vol. 5, Issue 1 https://doi.org/10.1039/C1EE02551A	journal	January 2012
Self-Assembled 3D Flowerlike Iron Oxide Nanostructures and Their Application in Water Treatment Zhong, L.-S.; Hu, J.-S.; Liang, H.-P. Advanced Materials, Vol. 18, Issue 18, p. 2426-2431 https://doi.org/10.1002/adma.200600504	journal	September 2006
Self-assembled 3D flower-like α-Fe2O3 microstructures and their superior capability for heavy metal ion removal Liang, Hanfeng; Xu, Binbin; Wang, Zhoucheng Materials Chemistry and Physics, Vol. 141, Issue 2-3 https://doi.org/10.1016/j.matchemphys.2013.05.070	journal	September 2013
Aggregation-induced growth and transformation of β-FeOOH nanorods to micron-sized α-Fe ₂ O ₃ spindles Frandsen, Cathrine; Legg, Benjamin A.; Comolli, Luis R. CrystEngComm, Vol. 16, Issue 8 https://doi.org/10.1039/C3CE40983J	journal	January 2014
Elucidating Mechanisms of Diffusion-Based Calcium Carbonate Synthesis Leads to Controlled Mesocrystal Formation Ihli, Johannes; Bots, Pieter; Kulak, Alexander Advanced Functional Materials, Vol. 23, Issue 15 https://doi.org/10.1002/adfm.201201742	journal	November 2012
Structure-property relationships of a biological mesocrystal in the adult sea urchin spine Seto, J.; Ma, Y.; Davis, S. A. Proceedings of the National Academy of Sciences, Vol. 109, Issue 10 https://doi.org/10.1073/pnas.1109243109	journal	February 2012
Self-Assembly at All Scales Whitesides, George M.; Grzybowski, Bartosz Science, Vol. 295, Issue 5564, p. 2418-2421 https://doi.org/10.1126/science.1070821	journal	March 2002
Structural and Optical Properties of Self-Assembled Chains of Plasmonic Nanocubes Klinkova, Anna; Thérien-Aubin, Héloïse; Ahmed, Aftab Nano Letters, Vol. 14, Issue 11 https://doi.org/10.1021/nl502746h	journal	October 2014
Colorimetric Stress Memory Sensor Based on Disassembly of Gold Nanoparticle Chains Han, Xiaogang; Liu, Yiding; Yin, Yadong Nano Letters, Vol. 14, Issue 5 https://doi.org/10.1021/nl500144k	journal	April 2014
Spontaneous Organization of Single CdTe Nanoparticles into Luminescent Nanowires Tang, Z. Science, Vol. 297, Issue 5579 https://doi.org/10.1126/science.1072086	journal	July 2002
Real-Time Imaging of Pt3Fe Nanorod Growth in Solution Liao, H. -G.; Cui, L.; Whitelam, S. Science, Vol. 336, Issue 6084 https://doi.org/10.1126/science.1219185	journal	May 2012
Direction Control of Oriented Self-Assembly for 1D, 2D, and 3D Microarrays of Anisotropic Rectangular Nanoblocks Nakagawa, Yoshitaka; Kageyama, Hiroyuki; Oaki, Yuya Journal of the American Chemical Society, Vol. 136, Issue 10 https://doi.org/10.1021/ja410183q	journal	December 2013
Dynamical Self-Assembly of Nanocrystal Superlattices during Colloidal Droplet Evaporation by in situ Small Angle X-Ray Scattering Narayanan, Suresh; Wang, Jin; Lin, Xiao-Min Physical Review Letters, Vol. 93, Issue 13 https://doi.org/10.1103/PhysRevLett.93.135503	journal	September 2004
Nanoscale Forces and Their Uses in Self-Assembly Bishop, Kyle J. M.; Wilmer, Christopher E.; Soh, Siowling Small, Vol. 5, Issue 14 https://doi.org/10.1002/smll.200900358	journal	July 2009
Controlling the Growth of Charged-Nanoparticle Chains through Interparticle Electrostatic Repulsion Zhang, Hao; Wang, Dayang Angewandte Chemie International Edition, Vol. 47, Issue 21 https://doi.org/10.1002/anie.200705537	journal	May 2008
Controlled Chainlike Agglomeration of Charged Gold Nanoparticles via a Deliberate Interaction Balance Zhang, Hao; Fung, Kin-Hung; Hartmann, Jürgen The Journal of Physical Chemistry C, Vol. 112, Issue 43 https://doi.org/10.1021/jp806059a	journal	October 2008
Mechanistic investigation into the spontaneous linear assembly of gold nanospheres Yang, Miaoxin; Chen, Gang; Zhao, Yunfeng Physical Chemistry Chemical Physics, Vol. 12, Issue 38 https://doi.org/10.1039/c0cp00127a	journal	January 2010
Nucleation and Aggregative Growth Process of Platinum Nanoparticles Studied by in Situ Quick XAFS Spectroscopy Harada, Masafumi; Kamigaito, Yoshiko Langmuir, Vol. 28, Issue 5 https://doi.org/10.1021/la204031j	journal	January 2012
Nanoparticle-based crystal growth via multistep self-assembly Zhou, Qiang; Wang, Boyang; Wang, Peijie CrystEngComm, Vol. 15, Issue 25 https://doi.org/10.1039/c3ce40497h	journal	January 2013
Step-Growth Polymerization of Inorganic Nanoparticles Liu, K.; Nie, Z.; Zhao, N. Science, Vol. 329, Issue 5988 https://doi.org/10.1126/science.1189457	journal	July 2010
A Multistep Oriented Attachment Kinetics: Coarsening of ZnS Nanoparticle in Concentrated NaOH Zhang, Jing; Lin, Zhang; Lan, Youzhao Journal of the American Chemical Society, Vol. 128, Issue 39 https://doi.org/10.1021/ja062572a	journal	October 2006
Kinetics of Oriented Aggregation Penn, R. Lee The Journal of Physical Chemistry B, Vol. 108, Issue 34 https://doi.org/10.1021/jp036490+	journal	July 2004
Langmuir-Blodgett Films Prepared from Ferroelectric Lead Zirconium Titanate Particles Kotov, Nicholas A.; Zavala, Genaro; Fendler, Janos H. The Journal of Physical Chemistry, Vol. 99, Issue 33 https://doi.org/10.1021/j100033a002	journal	August 1995
Patterned Langmuir−Blodgett Films of Monodisperse Nanoparticles of Iron Oxide Using Soft Lithography Guo, Qijie; Teng, Xiaowei; Rahman, Saifur Journal of the American Chemical Society, Vol. 125, Issue 3 https://doi.org/10.1021/ja0275764	journal	January 2003
Kinetically driven self assembly of highly ordered nanoparticle monolayers Bigioni, Terry P.; Lin, Xiao-Min; Nguyen, Toan T. Nature Materials, Vol. 5, Issue 4 https://doi.org/10.1038/nmat1611	journal	March 2006
Observation of Single Colloidal Platinum Nanocrystal Growth Trajectories Zheng, H.; Smith, R. K.; Jun, Y. -w. Science, Vol. 324, Issue 5932 https://doi.org/10.1126/science.1172104	journal	June 2009
Direct Observation of Aggregative Nanoparticle Growth: Kinetic Modeling of the Size Distribution and Growth Rate Woehl, Taylor J.; Park, Chiwoo; Evans, James E. Nano Letters, Vol. 14, Issue 1 https://doi.org/10.1021/nl4043328	journal	December 2013
Direction-Specific Interactions Control Crystal Growth by Oriented Attachment Li, D.; Nielsen, M. H.; Lee, J. R. I. Science, Vol. 336, Issue 6084 https://doi.org/10.1126/science.1219643	journal	May 2012
In Situ Visualization of Self-Assembly of Charged Gold Nanoparticles Liu, Yuzi; Lin, Xiao-Min; Sun, Yugang Journal of the American Chemical Society, Vol. 135, Issue 10 https://doi.org/10.1021/ja312620e	journal	February 2013
In situ liquid-cell electron microscopy of colloid aggregation and growth dynamics Grogan, Joseph M.; Rotkina, Lolita; Bau, Haim H. Physical Review E, Vol. 83, Issue 6 https://doi.org/10.1103/PhysRevE.83.061405	journal	June 2011
Interaction Potentials of Anisotropic Nanocrystals from the Trajectory Sampling of Particle Motion using in Situ Liquid Phase Transmission Electron Microscopy Chen, Qian; Cho, Hoduk; Manthiram, Karthish ACS Central Science, Vol. 1, Issue 1 https://doi.org/10.1021/acscentsci.5b00001	journal	March 2015
Liquid Cell Transmission Electron Microscopy Study of Platinum Iron Nanocrystal Growth and Shape Evolution Liao, Hong-Gang; Zheng, Haimei Journal of the American Chemical Society, Vol. 135, Issue 13 https://doi.org/10.1021/ja310612p	journal	March 2013
Direct in Situ Determination of the Mechanisms Controlling Nanoparticle Nucleation and Growth Woehl, Taylor J.; Evans, James E.; Arslan, Ilke ACS Nano, Vol. 6, Issue 10 https://doi.org/10.1021/nn303371y	journal	September 2012
Experimental procedures to mitigate electron beam induced artifacts during in situ fluid imaging of nanomaterials Woehl, Taylor J.; Jungjohann, Katherine L.; Evans, James E. Ultramicroscopy, Vol. 127 https://doi.org/10.1016/j.ultramic.2012.07.018	journal	April 2013
Electron Beam Manipulation of Nanoparticles Zheng, Haimei; Mirsaidov, Utkur M.; Wang, Lin-Wang Nano Letters, Vol. 12, Issue 11 https://doi.org/10.1021/nl302788g	journal	October 2012
Charged Nanoparticle Dynamics in Water Induced by Scanning Transmission Electron Microscopy White, E. R.; Mecklenburg, Matthew; Shevitski, Brian Langmuir, Vol. 28, Issue 8 https://doi.org/10.1021/la2048486	journal	February 2012
Nanoparticle Dynamics in a Nanodroplet Lu, Jingyu; Aabdin, Zainul; Loh, N. Duane Nano Letters, Vol. 14, Issue 4 https://doi.org/10.1021/nl500766j	journal	March 2014
Video-frequency scanning transmission electron microscopy of moving gold nanoparticles in liquid Ring, Elisabeth A.; de Jonge, Niels Micron, Vol. 43, Issue 11 https://doi.org/10.1016/j.micron.2012.01.010	journal	November 2012
High-Resolution EM of Colloidal Nanocrystal Growth Using Graphene Liquid Cells Yuk, Jong Min; Park, Jungwon; Ercius, Peter Science, Vol. 336, Issue 6077 https://doi.org/10.1126/science.1217654	journal	April 2012
Studies of the dynamics of biological macromolecules using Au nanoparticle–DNA artificial molecules Chen, Qian; Smith, Jessica M.; Rasool, Haider I. Faraday Discuss., Vol. 175 https://doi.org/10.1039/C4FD00149D	journal	January 2014
Exceptionally Slow Movement of Gold Nanoparticles at a Solid/Liquid Interface Investigated by Scanning Transmission Electron Microscopy Verch, Andreas; Pfaff, Marina; de Jonge, Niels Langmuir, Vol. 31, Issue 25 https://doi.org/10.1021/acs.langmuir.5b00150	journal	June 2015
Unravelling Kinetic and Thermodynamic Effects on the Growth of Gold Nanoplates by Liquid Transmission Electron Microscopy Alloyeau, Damien; Dachraoui, Walid; Javed, Yasir Nano Letters, Vol. 15, Issue 4 https://doi.org/10.1021/acs.nanolett.5b00140	journal	March 2015
Probing the Degradation Mechanisms in Electrolyte Solutions for Li-Ion Batteries by in Situ Transmission Electron Microscopy Abellan, Patricia; Mehdi, B. Layla; Parent, Lucas R. Nano Letters, Vol. 14, Issue 3 https://doi.org/10.1021/nl404271k	journal	February 2014
Nanocrystal Diffusion in a Liquid Thin Film Observed by in Situ Transmission Electron Microscopy Zheng, Haimei; Claridge, Shelley A.; Minor, Andrew M. Nano Letters, Vol. 9, Issue 6 https://doi.org/10.1021/nl9012369	journal	June 2009
The slow motion of a sphere through a viscous fluid towards a plane surface Brenner, Howard Chemical Engineering Science, Vol. 16, Issue 3-4 https://doi.org/10.1016/0009-2509(61)80035-3	journal	December 1961
Electrohydrodynamics: The Taylor-Melcher Leaky Dielectric Model Saville, D. A. Annual Review of Fluid Mechanics, Vol. 29, Issue 1, p. 27-64 https://doi.org/10.1146/annurev.fluid.29.1.27	journal	January 1997
Correlations between ionization radiation damage and charging effects in transmission electron microscopy Cazaux, J. Ultramicroscopy, Vol. 60, Issue 3 https://doi.org/10.1016/0304-3991(95)00077-1	journal	October 1995
Crystal growth by oriented attachment: kinetic models and control factors Xue, Xiaogang; Penn, R. Lee; Leite, Edson Roberto CrystEngComm, Vol. 16, Issue 8 https://doi.org/10.1039/c3ce42129e	journal	January 2014
Assembly of colloidal aggregates by electrohydrodynamic flow: Kinetic experiments and scaling analysis Ristenpart, W. D.; Aksay, I. A.; Saville, D. A. Physical Review E, Vol. 69, Issue 2 https://doi.org/10.1103/PhysRevE.69.021405	journal	February 2004
Electrolyte-Dependent Aggregation of Colloidal Particles near Electrodes in Oscillatory Electric Fields Woehl, Taylor J.; Heatley, Kelley L.; Dutcher, Cari S. Langmuir, Vol. 30, Issue 17 https://doi.org/10.1021/la4048243	journal	April 2014
Bubble and Pattern Formation in Liquid Induced by an Electron Beam Grogan, Joseph M.; Schneider, Nicholas M.; Ross, Frances M. Nano Letters, Vol. 14, Issue 1 https://doi.org/10.1021/nl404169a	journal	December 2013
Electron–Water Interactions and Implications for Liquid Cell Electron Microscopy Schneider, Nicholas M.; Norton, Michael M.; Mendel, Brian J. The Journal of Physical Chemistry C, Vol. 118, Issue 38 https://doi.org/10.1021/jp507400n	journal	September 2014
Electrostatics at the nanoscale Walker, David A.; Kowalczyk, Bartlomiej; de la Cruz, Monica Olvera Nanoscale, Vol. 3, Issue 4 https://doi.org/10.1039/c0nr00698j	journal	January 2011
Self-Assembly of Polytetrafluoroethylene Nanoparticle Films Using Repulsive Electrostatic Interactions Du, Chuan; Wang, Jiadao; Chen, Darong Langmuir, Vol. 30, Issue 4 https://doi.org/10.1021/la403536u	journal	September 2013
Controlled Growth of Nanoparticles from Solution with In Situ Liquid Transmission Electron Microscopy Evans, James E.; Jungjohann, Katherine L.; Browning, Nigel D. Nano Letters, Vol. 11, Issue 7 https://doi.org/10.1021/nl201166k	journal	July 2011
Mesocrystals: Inorganic Superstructures Made by Highly Parallel Crystallization and Controlled Alignment Cölfen, Helmut; Antonietti, Markus Angewandte Chemie International Edition, Vol. 44, Issue 35 https://doi.org/10.1002/anie.200500496	journal	September 2005
Three-dimensional imaging of individual hafnium atoms inside a semiconductor device van Benthem, Klaus; Lupini, Andrew R.; Kim, Miyoung Applied Physics Letters, Vol. 87, Issue 3 https://doi.org/10.1063/1.1991989	journal	July 2005
Imaging screw dislocations at atomic resolution by aberration-corrected electron optical sectioning Yang, H.; Lozano, J. G.; Pennycook, T. J. Nature Communications, Vol. 6, Issue 1 https://doi.org/10.1038/ncomms8266	journal	June 2015
Characterizing the Three-Dimensional Structure of Block Copolymers via Sequential Infiltration Synthesis and Scanning Transmission Electron Tomography Segal-Peretz, Tamar; Winterstein, Jonathan; Doxastakis, Manolis ACS Nano, Vol. 9, Issue 5 https://doi.org/10.1021/acsnano.5b01013	journal	May 2015
3D Motion of DNA-Au Nanoconjugates in Graphene Liquid Cell Electron Microscopy Chen, Qian; Smith, Jessica M.; Park, Jungwon Nano Letters, Vol. 13, Issue 9 https://doi.org/10.1021/nl402694n	journal	August 2013

Cited By (10)

Nanoparticle Interactions Guided by Shape-Dependent Hydrophobic Forces Tan, Shu Fen; Raj, Sanoj; Bisht, Geeta Advanced Materials, Vol. 30, Issue 16 https://doi.org/10.1002/adma.201707077	journal	March 2018
Defining the radiation chemistry during liquid cell electron microscopy to enable visualization of nanomaterial growth and degradation dynamics: DEFINING THE RADIATION CHEMISTRY DURING LCEM Woehl, T. J.; Abellan, P. Journal of Microscopy, Vol. 265, Issue 2 https://doi.org/10.1111/jmi.12508	journal	December 2016
High flow rate nanofluidics for in-liquid electron microscopy and diffraction Petruk, Ariel A.; Allen, Caroline; Rivas, Nicolás Nanotechnology, Vol. 30, Issue 39 https://doi.org/10.1088/1361-6528/ab2cf2	journal	July 2019
In-situ liquid-cell TEM study of radial flow-guided motion of octahedral Au nanoparticles and nanoparticle clusters Li, Chang; Chen, Xin; Liu, Haiyang Nano Research, Vol. 11, Issue 9 https://doi.org/10.1007/s12274-018-2052-6	journal	April 2018
Intrinsic fluorescence from cellulose nanofibers and nanoparticles at cell friendly wavelengths Khalid, Asma; Zhang, Liyuan; Tetienne, Jean-Philippe APL Photonics, Vol. 4, Issue 2 https://doi.org/10.1063/1.5079883	journal	February 2019
Freeze the Moment: High Speed Capturing of Weakly Bonded Dynamic Nanoparticle Assemblies in Solution by Ag Ion Soldering Wang, Yueliang; Fang, Lingling; Chen, Gaoli Small, Vol. 14, Issue 8 https://doi.org/10.1002/smll.201703303	journal	January 2018
Monitoring the dynamics of cell-derived extracellular vesicles at the nanoscale by liquid-cell transmission electron microscopy Piffoux, Max; Ahmad, Nabeel; Nelayah, Jaysen Nanoscale, Vol. 10, Issue 3 https://doi.org/10.1039/c7nr07576f	journal	January 2018
On the role of the gas environment, electron-dose-rate, and sample on the image resolution in transmission electron microscopy Ek, Martin; Jespersen, Sebastian P. F.; Damsgaard, Christian D. Advanced Structural and Chemical Imaging, Vol. 2, Issue 1 https://doi.org/10.1186/s40679-016-0018-x	journal	May 2016
Formation of Surface Silver Nano-network Structures through Hot Electron Regulated Diffusion-limited Aggregation Yao, Yu-Feng; Yang, Shaobo; Teng, Chin-Chou Scientific Reports, Vol. 9, Issue 1 https://doi.org/10.1038/s41598-019-43526-7	journal	May 2019
Highly Sensitive and Practical Detection of Plant Viruses via Electrical Impedance of Droplets on Textured Silicon-Based Devices Ambrico, Marianna; Ambrico, Paolo; Minafra, Angelantonio Sensors, Vol. 16, Issue 11 https://doi.org/10.3390/s16111946	journal	November 2016

Similar Records

Supramolecular Assembly of Peptide Amphiphiles

Journal Article · Wed Sep 06 00:00:00 EDT 2017 · Accounts of Chemical Research · OSTI ID:1234519

Hendricks, Mark P.; Sato, Kohei; Palmer, Liam C.; +1 more

Self-Assembled Framework Formed During Lithiation of SnS₂ Nanoplates Revealed by in Situ Electron Microscopy

Journal Article · Thu Jul 06 00:00:00 EDT 2017 · Accounts of Chemical Research · OSTI ID:1234519

Yin, Kuibo; Zhang, Minghao; Hood, Zachary D.; +3 more

Real-time imaging of activation and degradation of carbon supported octahedral Pt–Ni alloy fuel cell catalysts at the nanoscale using in situ electrochemical liquid cell STEM

Journal Article · Wed Aug 07 00:00:00 EDT 2019 · Energy & Environmental Science · OSTI ID:1234519

Beermann, Vera; Holtz, Megan E.; Padgett, Elliot; +3 more

Related Subjects

37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY
self-assembly
in situ TEM
liquid cell TEM
nanoparticle aggregation
kinetics
nanoparticle diffusion

Title: The mechanisms for nanoparticle surface diffusion and chain self-assembly determined from real-time nanoscale kinetics in liquid

Citation Formats

References (70)

Cited By (10)

Similar Records

Related Subjects