Modeling Structural Colors from Disordered One-Component Colloidal Nanoparticle-Based Supraballs Using Combined Experimental and Simulation Techniques

Bright, saturated structural colors in birds have inspired synthesis of self-assembled, disordered arrays of colloidal particles with varied particle spacings and refractive indices. However, predicting colors of assembled colloidal particles, and thereby guiding their synthesis, remains challenging due to the effects of multiple scattering and strong absorption. Here, we use a computational approach to first reconstruct colloidal assemblies’ structures from small-angle scattering measurements and then input the reconstructed structures to a finite-difference time-domain method to predict their color and reflectance. This approach is successfully validated by comparing its predictions against experimentally measured reflectance and provides a pathway for design of colloidal assemblies with desired optical and photothermal properties.

[1]  A. Dhinojwala,et al.  Computational Reverse-Engineering Analysis for Scattering Experiments (CREASE) with Machine Learning Enhancement to Determine Structure of Nanoparticle Mixtures and Solutions , 2022, ACS central science.

[2]  M. Shawkey,et al.  Structural Color Production in Melanin‐Based Disordered Colloidal Nanoparticle Assemblies in Spherical Confinement , 2021, Advanced Optical Materials.

[3]  D. Chakrabarti,et al.  Investigating the trade-off between color saturation and angle-independence in photonic glasses. , 2021, Optics express.

[4]  Anna B. Stephenson,et al.  Designing angle-independent structural colors using Monte Carlo simulations of multiple scattering , 2020, Proceedings of the National Academy of Sciences.

[5]  6f06a895d4838d3b5be959b1cbae Computational Electrodynamics The Finite Difference Time Domain Method Third Edition , 2021 .

[6]  G. Jacucci,et al.  The limitations of extending nature’s color palette in correlated, disordered systems , 2020, Proceedings of the National Academy of Sciences.

[7]  M. Shawkey,et al.  Bioinspired Melanin‐Based Optically Active Materials , 2020, Advanced Optical Materials.

[8]  M. Eich,et al.  Photonic glass based structural color , 2020, APL Photonics.

[9]  M. Shawkey,et al.  Printing a Wide Gamut of Saturated Structural Colors Using Binary Mixtures, With Applications in Anti-Counterfeiting. , 2020, ACS applied materials & interfaces.

[10]  Nanoparticle Characterization , 2020, Definitions.

[11]  Jin-Gyu Park,et al.  Effects of multiple scattering on angle-independent structural color in disordered colloidal materials. , 2019, Physical review. E.

[12]  M. Shawkey,et al.  Experimental and theoretical evidence for molecular forces driving surface segregation in photonic colloidal assemblies , 2019, Science Advances.

[13]  Bastian Rühle,et al.  Nanoparticle Characterization: What to Measure? , 2019, Advanced materials.

[14]  L. D’Alba,et al.  Melanosomes: Biogenesis, Properties, and Evolution of an Ancient Organelle. , 2019, Physiological reviews.

[15]  R. Sarpong,et al.  Bio-inspired synthesis of xishacorenes A, B, and C, and a new congener from fuscol† †Electronic supplementary information (ESI) available. See DOI: 10.1039/c9sc02572c , 2019, Chemical science.

[16]  A. Parnell,et al.  Self-assembling structural colour in nature , 2018, Journal of physics. Condensed matter : an Institute of Physics journal.

[17]  Nguyen T. K. Thanh,et al.  Characterization techniques for nanoparticles: comparison and complementarity upon studying nanoparticle properties. , 2018, Nanoscale.

[18]  Sylvain Gigan,et al.  Observation of mean path length invariance in light-scattering media , 2017, Science.

[19]  Ming Xiao,et al.  Bioinspired bright noniridescent photonic melanin supraballs , 2017, Science Advances.

[20]  T. Seki,et al.  Bio‐Inspired Bright Structurally Colored Colloidal Amorphous Array Enhanced by Controlling Thickness and Black Background , 2017, Advanced materials.

[21]  P. Scardi,et al.  Celebrating 100 years of the Debye scattering equation. , 2016, Acta crystallographica. Section A, Foundations and advances.

[22]  Chun-Feng Lai,et al.  High transparency in the structural color resin films through quasi-amorphous arrays of colloidal silica nanospheres , 2016 .

[23]  Jin-Gyu Park,et al.  Absence of red structural color in photonic glasses, bird feathers, and certain beetles. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[24]  Lei Shi,et al.  Amorphous Photonic Crystals with Only Short‐Range Order , 2013, Advanced materials.

[25]  Steven G. Johnson,et al.  Advances in FDTD Computational Electrodynamics: Photonics and Nanotechnology , 2013 .

[26]  C. O’Hern,et al.  Short-range order and near-field effects on optical scattering and structural coloration. , 2011, Optics express.

[27]  Hiroshi Nakamura,et al.  Angle-independent structural color in colloidal amorphous arrays. , 2010, Chemphyschem : a European journal of chemical physics and physical chemistry.

[28]  Hui Cao,et al.  Biomimetic Isotropic Nanostructures for Structural Coloration , 2009, Advanced materials.

[29]  T. Narayanan,et al.  Kinetic arrest and glass-glass transition in short-ranged attractive colloids. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[30]  Joann M. Taylor,et al.  Digital Color Imaging Handbook , 2004 .

[31]  Gaurav Sharma Digital Color Imaging Handbook , 2002 .

[32]  Allen Taflove,et al.  Computational Electrodynamics the Finite-Difference Time-Domain Method , 1995 .

[33]  Kaplan,et al.  Diffuse-transmission spectroscopy: A structural probe of opaque colloidal mixtures. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[34]  K. S. Rao,et al.  A new interpretation of the sticky hard sphere model , 1991 .

[35]  Maret,et al.  Multiple light scattering from concentrated, interacting suspensions. , 1990, Physical review letters.

[36]  Y. K. Levine,et al.  Solution of the Percus−Yevick approximation of the multicomponent adhesive spheres system applied to the small angle x-ray scattering from microemulsions , 1989 .

[37]  P. Debye,et al.  Zerstreuung von Röntgenstrahlen , 1915 .