I am also driven by data science to create new ways of approaching difficult problems. I envision a future where the application of machine and deep learning leads to a more connected world where tasks are accomplished more efficiently and decisions are made more knowledgeably. The mega-project that I am currently working on as a Data Scientist is applying deep learning and time series analysis for pricing financial options.
Amir Shakouri, PhD
Scientific Consultant, Self-Employed
Research Interests
About
Publications
Combining cell sheet technology and electrospun scaffolding for engineered tubular, aligned, and contractile blood vessels
Biomaterials / Mar 01, 2014
Rayatpisheh, S., Heath, D. E., Shakouri, A., Rujitanaroj, P.-O., Chew, S. Y., & Chan-Park, M. B. (2014). Combining cell sheet technology and electrospun scaffolding for engineered tubular, aligned, and contractile blood vessels. Biomaterials, 35(9), 2713–2719. https://doi.org/10.1016/j.biomaterials.2013.12.035
Deep-subwavelength control of acoustic waves in an ultra-compact metasurface lens
Nature Communications / Nov 22, 2018
Chen, J., Xiao, J., Lisevych, D., Shakouri, A., & Fan, Z. (2018). Deep-subwavelength control of acoustic waves in an ultra-compact metasurface lens. Nature Communications, 9(1). https://doi.org/10.1038/s41467-018-07315-6
A new REBO potential based atomistic structural model for graphene sheets
Nanotechnology / Jun 21, 2011
Shakouri, A., Ng, T. Y., & Lin, R. M. (2011). A new REBO potential based atomistic structural model for graphene sheets. Nanotechnology, 22(29), 295711. https://doi.org/10.1088/0957-4484/22/29/295711
Controlled Folding of Graphene: GraFold Printing
Nano Letters / Jan 09, 2015
Hallam, T., Shakouri, A., Poliani, E., Rooney, A. P., Ivanov, I., Potie, A., Taylor, H. K., Bonn, M., Turchinovich, D., Haigh, S. J., Maultzsch, J., & Duesberg, G. S. (2015). Controlled Folding of Graphene: GraFold Printing. Nano Letters, 15(2), 857–863. https://doi.org/10.1021/nl503460p
Free flexural vibration studies of double-walled carbon nanotubes with different boundary conditions and modeled as nonlocal Euler beams via the Galerkin method
Journal of Applied Physics / Nov 01, 2009
Shakouri, A., Lin, R. M., & Ng, T. Y. (2009). Free flexural vibration studies of double-walled carbon nanotubes with different boundary conditions and modeled as nonlocal Euler beams via the Galerkin method. Journal of Applied Physics, 106(9). https://doi.org/10.1063/1.3239993
A study of the scale effects on the flexural vibration of graphene sheets using REBO potential based atomistic structural and nonlocal couple stress thin plate models
Physica E: Low-dimensional Systems and Nanostructures / May 01, 2013
Shakouri, A., Ng, T. Y., & Lin, R. M. (2013). A study of the scale effects on the flexural vibration of graphene sheets using REBO potential based atomistic structural and nonlocal couple stress thin plate models. Physica E: Low-Dimensional Systems and Nanostructures, 50, 22–28. https://doi.org/10.1016/j.physe.2013.02.024
Nonlocal Plate Model for the Free Vibration Analysis of Nanoplates with Different Boundary Conditions
Journal of Computational and Theoretical Nanoscience / Oct 01, 2011
Shakouri, A., Ng, T. Y., & Lin, R. M. (2011). Nonlocal Plate Model for the Free Vibration Analysis of Nanoplates with Different Boundary Conditions. Journal of Computational and Theoretical Nanoscience, 8(10), 2118–2128. https://doi.org/10.1166/jctn.2011.1934
Numerical characterization of ultraviolet ink fluid agglomeration and the surfactant effect in nanoinkjet printing
Polymers for Advanced Technologies / Feb 02, 2017
Aphinyan, S., Geethalakshmi, K. R., Yeo, J., Shakouri, A., & Ng, T. Y. (2017). Numerical characterization of ultraviolet ink fluid agglomeration and the surfactant effect in nanoinkjet printing: Ultraviolet Ink Fluid Agglomeration and the Surfactant Effect. Polymers for Advanced Technologies, 28(9), 1057–1064. Portico. https://doi.org/10.1002/pat.3995
Broadband acoustic energy confinement in hierarchical sonic crystals composed of rotated square inclusions
Applied Physics Letters / Jul 31, 2017
Shakouri, A., Xu, F., & Fan, Z. (2017). Broadband acoustic energy confinement in hierarchical sonic crystals composed of rotated square inclusions. Applied Physics Letters, 111(5). https://doi.org/10.1063/1.4985230
Superlubricity-activated thinning of graphite flakes compressed by passivated crystalline silicon substrates for graphene exfoliation
Carbon / Dec 01, 2014
Shakouri, A., Yeo, J., Ng, T. Y., Liu, Z., & Taylor, H. (2014). Superlubricity-activated thinning of graphite flakes compressed by passivated crystalline silicon substrates for graphene exfoliation. Carbon, 80, 68–74. https://doi.org/10.1016/j.carbon.2014.08.026
Broadband acoustic energy confinement in hierarchical sonic crystals composed of rotated square inclusions
Applied Physics Letters / Jul 31, 2017
Shakouri, A., Xu, F., & Fan, Z. (2017). Broadband acoustic energy confinement in hierarchical sonic crystals composed of rotated square inclusions. Applied Physics Letters, 111(5). https://doi.org/10.1063/1.4985230
Study of scale effects on the vibration of graphene sheets with applications to NEMS
Shakouri, A. (n.d.). Study of scale effects on the vibration of graphene sheets with applications to NEMS [Nanyang Technological University]. https://doi.org/10.32657/10356/51100
Education
Nanyang Technological University
PhD, Mechanical and Aerospace Engineering
Experience
Self-Emplyed
Scientific Consultant / January, 2020 — Present
Nanyang Technological University
Research Scientist/Fellow / July, 2013 — January, 2020
Links & Social Media
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