Growth Mechanism of Monodisperse Spherical Particles under Nanosecond Pulsed Laser Irradiation
Abstract
It is well-known that the colloidal nanoparticles irradiated by laser can be reduced in size. Recently, we demonstrated that at particular experimental conditions, colloidal nanoparticles of different materials can grow under pulse laser irradiation, finally transforming to the near monodisperse submicron spheres. To date, the detailed mechanism of this process was not revealed. In this work, we explore the mechanism of particle growth by applying the particle heating-melting-evaporation model. Our investigations show that the process of particle growth can be divided into two stages. At the initial stage, particle agglomeration is the dominant factor for the fast particle growth. Then, the process continues as long as the particles can be melted. The final particle diameter is determined by the value of laser fluence, because the laser fluence determines the maximum diameter of the particle which can be melted. Good agreement between the experimental results and results of calculation was obtained.
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Heating, melting, and fusion seemed to be responsible for the formation of spherical metal-oxide particles.
“Heating, melting, and fusion seemed to be responsible for the formation of the resultant spherical metal-oxide particles.”
From Fundamentals and comprehensive insights on pulsed laser synthesis of advanced materials for diverse photo- and electrocatalytic applications (2022) · cites this paper as [145]
Cites
Handbook of Optical Constants of Solids
(1985) · Elsevier eBooks · doi:10.1016/c2009-0-20920-2 · Cited by 21,162 · see citing works
Absorption and Scattering of Light by Small Particles
Bohren, C. F., & Huffman, D. R. (1998) · doi:10.1002/9783527618156 · Cited by 18,474 · see citing works
Beiträge zur Optik trüber Medien, speziell kolloidaler Metallösungen
Mie, G. (1908) · Annalen der Physik · doi:10.1002/andp.19083300302 · Cited by 11,537 · see citing works
Optical Properties of Metal Clusters
Kreibig, U., & Vollmer, M. (1995) · Springer series in materials science · doi:10.1007/978-3-662-09109-8 · Cited by 7,915 · see citing works
Picosecond Dynamics of Silver Nanoclusters. Photoejection of Electrons and Fragmentation
Kamat, P. V., Flumiani, M., & Hartland, G. V. (1998) · The Journal of Physical Chemistry B · doi:10.1021/jp980009b · Cited by 608 · see citing works
Laser-Induced Size Reduction of Noble Metal Particles
Takami, A., Kurita, H., & Koda, S. (1999) · The Journal of Physical Chemistry B · doi:10.1021/jp983503o · Cited by 547 · see citing works
Wang, H., Miyauchi, M., Ishikawa, Y., Pyatenko, A., Koshizaki, N., Li, Y., Li, L., Li, X., Bando, Y., & Golberg, D. V. (2011) · Journal of the American Chemical Society · doi:10.1021/ja2049463 · Cited by 234 · see citing works
Self-citationSynthesis of Spherical Silver Nanoparticles with Controllable Sizes in Aqueous Solutions
Pyatenko, A., Yamaguchi, M., & Suzuki, M. (2007) · The Journal of Physical Chemistry C · doi:10.1021/jp071080x · Cited by 215 · see citing works
Self-citationPyatenko, A., Wang, H., Koshizaki, N., & Tsuji, T. (2013) · Laser & Photonics Reviews · doi:10.1002/lpor.201300013 · Cited by 202 · see citing works
Self-citationSelective Pulsed Heating for the Synthesis of Semiconductor and Metal Submicrometer Spheres
Wang, H., Pyatenko, A., Kawaguchi, K., Li, X., Światkowska-Warkocka, Ż., & Koshizaki, N. (2010) · Angewandte Chemie International Edition · doi:10.1002/anie.201002963 · Cited by 188 · see citing works
Self-citationMechanisms of Size Reduction of Colloidal Silver and Gold Nanoparticles Irradiated by Nd:YAG Laser
Pyatenko, A., Yamaguchi, M., & Suzuki, M. (2009) · The Journal of Physical Chemistry C · doi:10.1021/jp808300q · Cited by 135 · see citing works
Self-citationWang, H., Koshizaki, N., Li, L., Jia, L., Kawaguchi, K., Li, X., Pyatenko, A., Światkowska-Warkocka, Ż., Bando, Y., & Golberg, D. V. (2011) · Advanced Materials · doi:10.1002/adma.201100078 · Cited by 125 · see citing works
Self-citationIshikawa, Y., Feng, Q. C., & Koshizaki, N. (2010) · Applied Physics A · doi:10.1007/s00339-010-5745-6 · Cited by 83 · see citing works
Self-citationLaser Photolysis of Silver Colloid Prepared by Citric Acid Reduction Method
Pyatenko, A., Yamaguchi, M., & Suzuki, M. (2005) · The Journal of Physical Chemistry B · doi:10.1021/jp055246a · Cited by 74 · see citing works
Self-citationFabrication of Crystalline Silicon Spheres by Selective Laser Heating in Liquid Medium
Li, X., Pyatenko, A., Shimizu, Y., Wang, H., Koga, K., & Koshizaki, N. (2011) · Langmuir · doi:10.1021/la200231f · Cited by 72 · see citing works
Self-citationSwiatkowska-Warkocka, Z., Koga, K., Kawaguchi, K., Wang, H., Pyatenko, A., & Koshizaki, N. (2013) · RSC Adv. · doi:10.1039/c2ra22119e · Cited by 68 · see citing works
Self-citationWang, H., Kawaguchi, K., Pyatenko, A., Li, X., Swiatkowska‐Warkocka, Z., Katou, Y., & Koshizaki, N. (2012) · Chemistry – A European Journal · doi:10.1002/chem.201102079 · Cited by 60 · see citing works
Self-citationExchange and Diffusion of Oxygen in Crystalline Cuprous Oxide
Moore, W. J., Ebisuzaki, Y., & Sluss, J. A. (1958) · The Journal of Physical Chemistry · doi:10.1021/j150569a022 · Cited by 50 · see citing works
Li, X., Shimizu, Y., Pyatenko, A., Wang, H., & Koshizaki, N. (2011) · Journal of Materials Chemistry · doi:10.1039/c1jm12696b · Cited by 31 · see citing works
Self-citationSynthesis of Au-Based Porous Magnetic Spheres by Selective Laser Heating in Liquid
Światkowska-Warkocka, Ż., Kawaguchi, K., Shimizu, Y., Pyatenko, A., Wang, H., & Koshizaki, N. (2012) · Langmuir · doi:10.1021/la2038334 · Cited by 23 · see citing works
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Theerthagiri, J., Karuppasamy, K., Lee, S. J., Shwetharani, R., Kim, H.-S., Pasha, S. K. K., Ashokkumar, M., & Choi, M. Y. (2022) · Light: Science & Applications · doi:10.1038/s41377-022-00904-7 · Cited by 461 · see citing works
Amendola, V., Amans, D., Ishikawa, Y., Koshizaki, N., Sciré, S., Compagnini, G., Reichenberger, S., & Barcikowski, S. (2020) · Chemistry - A European Journal · doi:10.1002/chem.202000686 · Cited by 359 · see citing works
Self-citationXiao, J., Liu, P., Wang, C. X., & Yang, G. W. (2017) · Progress in Materials Science · doi:10.1016/j.pmatsci.2017.02.004 · Cited by 352 · see citing works
Strong metal-support interactions induced by an ultrafast laser
Zhang, J., Zhu, D., Yan, J., & Wang, C. (2021) · Nature Communications · doi:10.1038/s41467-021-27000-5 · Cited by 188 · see citing works
Black BiVO 4 : size tailored synthesis, rich oxygen vacancies, and sodium storage performance
Xu, X., Xu, Y., Xu, F., Jiang, G., Jian, J., Yu, H., Zhang, E., Shchukin, D. G., Kaskel, S., & Wang, H. (2020) · Journal of Materials Chemistry A · doi:10.1039/c9ta13021g · Cited by 79 · see citing works
Self-citationJian, J., Wang, S., Ye, Q., Li, F., Su, G., Liu, W., Qu, C., Liu, F., Li, C., Jia, L., et al. (2022) · Advanced Materials · doi:10.1002/adma.202201140 · Cited by 70 · see citing works
Self-citationZhang, D., Lau, M., Lu, S., Barcikowski, S., & Gökce, B. (2017) · Scientific Reports · doi:10.1038/srep40355 · Cited by 55 · see citing works
Ishikawa, Y., Koshizaki, N., Pyatenko, A., Saitoh, N., Yoshizawa, N., & Shimizu, Y. (2016) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.5b10691 · Cited by 53 · see citing works
Self-citationSakaki, S., Ikenoue, H., Tsuji, T., Ishikawa, Y., & Koshizaki, N. (2017) · ChemPhysChem · doi:10.1002/cphc.201601175 · Cited by 48 · see citing works
Self-citationXu, X., Xu, F., Zhang, X., Qu, C., Zhang, J., Qiu, Y., Zhuang, R., & Wang, H. (2022) · Nano-Micro Letters · doi:10.1007/s40820-022-00829-1 · Cited by 46 · see citing works
Self-citationIshikawa, Y., Tsuji, T., Sakaki, S., & Koshizaki, N. (2022) · Progress in Materials Science · doi:10.1016/j.pmatsci.2022.101004 · Cited by 45 · see citing works
Self-citationXu, Y., Jian, J., Su, G., Liu, W., Wang, S., Shuang, Y., Li, F., Jia, L., Friedrich, D., van de Krol, R., et al. (2023) · Advanced Functional Materials · doi:10.1002/adfm.202213568 · Cited by 33 · see citing works
Self-citationYang, X., Zhao, W., Li, M., Ye, L., Guo, P., Xu, Y., Guo, H., Yu, H., Ye, Q., Wang, H., et al. (2022) · Advanced Functional Materials · doi:10.1002/adfm.202112388 · Cited by 32 · see citing works
Self-citationRan, P., Jiang, L., Li, X., Zuo, P., Li, B., Li, X., Cheng, X., Zhang, J., & Lu, Y. (2018) · Journal of Materials Chemistry A · doi:10.1039/c8ta04198a · Cited by 31 · see citing works
Švrček, V., Mariotti, D., Cvelbar, U., Filipič, G., Lozac’h, M., McDonald, C., Tayagaki, T., & Matsubara, K. (2016) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.6b04405 · Cited by 30 · see citing works
Fuse, H., Koshizaki, N., Ishikawa, Y., & Światkowska-Warkocka, Ż. (2019) · Nanomaterials · doi:10.3390/nano9020198 · Cited by 29 · see citing works
Self-citationRusso, P., Liang, R. F. L., He, R. X., & Zhou, Y. (2017) · Nanoscale · doi:10.1039/c7nr00201g · Cited by 28 · see citing works
Submicrometer‐Sized Spherical Iron Oxide Particles Fabricated by Pulsed Laser Melting in Liquid
Ishikawa, Y., Koshizaki, N., & Pyatenko, A. (2016) · Electronics and Communications in Japan · doi:10.1002/ecj.11898 · Cited by 26 · see citing works
Self-citationSaeki, M., Taguchi, T., Nakashima, N., & Ohba, H. (2014) · Journal of Photochemistry and Photobiology A Chemistry · doi:10.1016/j.jphotochem.2014.11.022 · Cited by 22 · see citing works
Sreekala, A. P., Nair, P. R., Kadavath, J. K., Krishnan, B., Avellaneda, D. A., Anantharaman, M. R., & Shaji, S. (2025) · Beilstein Journal of Nanotechnology · doi:10.3762/bjnano.16.104 · Cited by 21 · see citing works
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Filice, S., Fiorenza, R., Reitano, R., Scalese, S., Sciré, S., Fisicaro, G., Deretzis, I., Magna, A. L., Bongiorno, C., & Compagnini, G. (2020) · ACS Applied Nano Materials · doi:10.1021/acsanm.0c01783 · Cited by 21 · see citing works
Guo, H., Wang, H., Fan, H., Ye, Q., Zhang, J., Cao, F., Li, L., Tong, Y., & Wang, H. (2021) · Small · doi:10.1002/smll.202101954 · Cited by 20 · see citing works
Self-citationHan, Y., Wu, S., Dai, E., Ye, Y., Liu, J., Tian, Z., Cai, Y., Zhu, X., & Liang, C. (2017) · ChemPhysChem · doi:10.1002/cphc.201601185 · Cited by 20 · see citing works
Ahmed, A. M., Halim, M. M., Ahmed, N. M., Rashid, M., & Taha, B. A. (2025) · physica status solidi (a) · doi:10.1002/pssa.202500382 · Cited by 19 · see citing works
Sakaki, S., Saitow, K., Sakamoto, M., Wada, H., Światkowska-Warkocka, Ż., Ishikawa, Y., & Koshizaki, N. (2018) · Applied Physics Express · doi:10.7567/apex.11.035001 · Cited by 19 · see citing works
Self-citationLi, S., Li, Y., Liu, K., Chen, M., Peng, W., Zhang, C., Yang, Y., & Li, X. (2021) · Journal of Power Sources · doi:10.1016/j.jpowsour.2021.230766 · Cited by 16 · see citing works
Nakamura, M., Oyane, A., Sakamaki, I., Ishikawa, Y., Shimizu, Y., & Kawaguchi, K. (2015) · Physical Chemistry Chemical Physics · doi:10.1039/c4cp05740f · Cited by 15 · see citing works
Lim, C.-J., & Park, J. (2017) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2017.07.045 · Cited by 15 · see citing works
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D’Angelo, D., Filice, S., Miritello, M., Bongiorno, C., Fazio, E., Neri, F., Compagnini, G., & Scalese, S. (2018) · Physical Chemistry Chemical Physics · doi:10.1039/c8cp00146d · Cited by 14 · see citing works
Yoshihara, H., Koshizaki, N., Yamauchi, Y., & Ishikawa, Y. (2022) · Powder Technology · doi:10.1016/j.powtec.2022.117445 · Cited by 14 · see citing works
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Jendrzej, S., Gondecki, L., Debus, J., Moldenhauer, H., Tenberge, P., Barcikowski, S., & Gökce, B. (2018) · Applied Surface Science · doi:10.1016/j.apsusc.2018.10.060 · Cited by 14 · see citing works
Shakeri, M. S., Światkowska-Warkocka, Ż., Polit, O., Itina, T., Maximenko, A., Depciuch, J., Gurgul, J., Mitura‐Nowak, M., Perzanowski, M., Dziedzic, A., et al. (2023) · Advanced Functional Materials · doi:10.1002/adfm.202304359 · Cited by 13 · see citing works
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Kondo, M., SHISHIDO, N., Kamiya, S., Kubo, A., Umeno, Y., Ishikawa, Y., & Koshizaki, N. (2018) · Particle & Particle Systems Characterization · doi:10.1002/ppsc.201800061 · Cited by 13 · see citing works
Self-citationZhilnikova, M. I., Barmina, E. V., & Шафеев, Г. А. (2018) · Physics of Wave Phenomena · doi:10.3103/s1541308x18020024 · Cited by 12 · see citing works
Gal, G., Monsa, Y., Ezersky, V., & Bar, I. (2018) · RSC Advances · doi:10.1039/c8ra07067a · Cited by 12 · see citing works
Yu, H., Li, X., Zhu, Y., Hao, Z., & Zeng, X. (2017) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.7b03464 · Cited by 12 · see citing works
Generation of Size-Controlled Crystalline CeO2 Particles by Pulsed Laser Irradiation in Water
Monsa, Y., Gal, G., & Bar, I. (2019) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.9b08423 · Cited by 11 · see citing works
Ruffino, F., Maugeri, A., Cacciato, G., Zimbone, M., & Grimaldi, M. G. (2016) · Physica E Low-dimensional Systems and Nanostructures · doi:10.1016/j.physe.2016.05.013 · Cited by 10 · see citing works
Choi, S., Kang, H., Park, E., Yang, J., Gomez-Flores, A., Jung, H. J., Heo, S. W., Lee, J., Jung, H., & Kim, H. (2025) · Separation and Purification Technology · doi:10.1016/j.seppur.2025.134842 · Cited by 9 · see citing works
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Kranz, D., Bessel, P., Rosebrock, M., Niemeyer, M., & Dorfs, D. (2023) · Particle & Particle Systems Characterization · doi:10.1002/ppsc.202300021 · Cited by 9 · see citing works
Sun, L., Li, Y., Yan, J., Xu, W., Xiao, L., Zheng, Z., Liu, K., Huang, Z., & Li, S. (2024) · Nanomaterials · doi:10.3390/nano14191550 · Cited by 8 · see citing works
Kaneko, A., Iwata, M., Wei, R., Yuyama, K., & Omatsu, T. (2024) · APL Materials · doi:10.1063/5.0209114 · Cited by 8 · see citing works
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Self-citationKranz, D., Bessel, P., Niemeyer, M., Borg, H., Rosebrock, M., Himstedt, R., Bigall, N. C., & Dorfs, D. (2022) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.2c03815 · Cited by 8 · see citing works
Shakeri, M. S., Polit, O., Itina, T., Gurgul, J., Depciuch, J., Parlińska‐Wojtan, M., Tarnawski, T. R., Dziedzic, A., Adamczyk, O., Koshizaki, N., et al. (2025) · Composites Part B Engineering · doi:10.1016/j.compositesb.2025.112457 · Cited by 6 · see citing works
Self-citationdos Santos, C. H. D., Ferreira, D. L., Vale, B. R. C., Mourão, R. S., Schiavon, M. A., & Vivas, M. G. (2022) · Langmuir · doi:10.1021/acs.langmuir.2c02023 · Cited by 6 · see citing works
Guo, H., Tong, Y., Fan, H., Ye, Q., Zhang, J., Wang, H., Cao, F., Li, L., & Wang, H. (2022) · Science China Physics Mechanics and Astronomy · doi:10.1007/s11433-021-1827-x · Cited by 5 · see citing works
Self-citationWakatsuki, Y., Ishikawa, Y., & Koshizaki, N. (2019) · Nanotechnology · doi:10.1088/1361-6528/ab5617 · Cited by 5 · see citing works
Self-citationTakai, R., Koshizaki, N., Ishikawa, Y., & Hakuta, Y. (2020) · Chemical Engineering Science · doi:10.1016/j.ces.2020.115580 · Cited by 5 · see citing works
Self-citationChen, Z., Sun, Q., & Hong, M. (2024) · Ceramics International · doi:10.1016/j.ceramint.2024.12.290 · Cited by 4 · see citing works
Kojima, M., Koshizaki, N., & Ishikawa, Y. (2020) · Applied Nanoscience · doi:10.1007/s13204-020-01276-3 · Cited by 4 · see citing works
Self-citationPasquini, L. (2020) · MDPI eBooks · doi:10.3390/books978-3-03928-583-9 · Cited by 4 · see citing works
Heating process control of pulsed-laser melting in liquid via a burst-mode laser
Sakaki, S., Ishikawa, Y., & Koshizaki, N. (2018) · Applied Physics Express · doi:10.7567/1882-0786/aaf284 · Cited by 3 · see citing works
Self-citationSubmicrometer-sized Spherical Iron Oxide Particles Fabricated by Pulsed Laser Melting in Liquid
Ishikawa, Y., Koshizaki, N., & Pyatenko, A. (2015) · IEEJ Transactions on Electronics Information and Systems · doi:10.1541/ieejeiss.135.1066 · Cited by 2 · see citing works
Self-citationZhilnikova, M. I., Barmina, E. V., & Шафеев, Г. А. (2020) · Journal of Physics Conference Series · doi:10.1088/1742-6596/1439/1/012026 · Cited by 2 · see citing works
Ishikawa, Y., & Koshizaki, N. (2017) · The Review of Laser Engineering · doi:10.2184/lsj.45.5_262 · Cited by 2 · see citing works
Self-citationMonsa, Y., Lerner, N., Danon, A., & Bar, I. (2021) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.1c07028 · Cited by 2 · see citing works
Amagasa, S., & Yamada, Y. (2019) · Journal of Nuclear and Radiochemical Sciences · doi:10.14494/jnrs.19.14 · Cited by 2 · see citing works
Mass Production of Spherical Submicrometer Particles by Pulsed Laser Melting in Liquid
Ishikawa, Y., & Koshizaki, N. (2022) · Springer eBooks · doi:10.1007/978-981-16-7798-4_8 · Cited by 2 · see citing works
Self-citationFormation Mechanism of Spherical Submicrometer Particles by Pulsed Laser Melting in Liquid
Koshizaki, N., & Ishikawa, Y. (2022) · Springer eBooks · doi:10.1007/978-981-16-7798-4_7 · Cited by 2 · see citing works
Self-citationIshikawa, Y., Saito, K., Tsuji, T., & Koshizaki, N. (2025) · Journal of the American Ceramic Society · doi:10.1111/jace.20671 · Cited by 1 · see citing works
Self-citationSuccessive Production of Submicrometer-Sized Spherical Particles by Pulsed Laser Melting in Liquid
Ishikawa, Y., & Koshizaki, N. (2020) · Journal of the Society of Powder Technology Japan · doi:10.4164/sptj.57.428 · Cited by 1 · see citing works
Self-citationHigh-efficiency laser-irradiation spheroidizing of NiCo2O4 nanomaterials
Liu, P., Wang, H., Zeng, H., Fan, G.-M., & Liu, Y. (2016) · Optoelectronics Letters · doi:10.1007/s11801-016-6205-0
Self-citationMetal and Alloy Nanoparticles Formed by Laser-Induced Nucleation Method
Nakamura, T. (2022) · Springer eBooks · doi:10.1007/978-981-16-7798-4_2
Taguchi, T., Yamamoto, S., Nakanishi, R., Koshikawa, H., & Saeki, M. (2026) · Applied Surface Science · doi:10.1016/j.apsusc.2026.167052
- Authors
- Pyatenko, A., Wang, H., & Koshizaki, N.
- Affiliations
- National Institute of Advanced Industrial Science and Technology (JP)
- Max Planck Institute of Colloids and Interfaces (DE)
- Corresponding author
- Pyatenko, Alexander
- Wang, Hongqiang
- Venue
- The Journal of Physical Chemistry C
- Publisher
- American Chemical Society (ACS)
- Published
- 2014-02-14
- Volume
- 118
- Issue
- 8
- Pages
- 4495-4500
- ISSN
- 1932-7447 (ISSN-L)
- 1932-7455
- OpenAlex
- W2021318152
- Cited by
- 67
- References
- 21
- Citations by year
- 2026: 1 · 2025: 5 · 2024: 3 · 2023: 3 · 2022: 12 · 2021: 4 · 2020: 9 · 2019: 4 · 2018: 8 · 2017: 8 · 2016: 6 · 2015: 3 · 2014: 1
- FWCI
- 3.12
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Journal of Physical Chemistry C (publishedVersion)
- Max Planck Digital Library (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion)
- Funders
- Japan Society for the Promotion of Science (25630341)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Laser-Ablation Synthesis of Nanoparticles
- Physical Sciences › Engineering › Computational Mechanics › Laser Material Processing Techniques
- Physical Sciences › Materials Science › Electronic, Optical and Magnetic Materials › Gold and Silver Nanoparticles Synthesis and Applications
- Keywords
- monodisperse spherical particles, nanosecond pulsed laser irradiation, particle agglomeration, particle melting, laser fluence, submicron spheres, growth mechanism
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