### Using Data Science to Evaluate Nano-Reinforced Epoxy Surfaces

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10.12783/asc36/35815

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Cantwell, W.J., and J. Morton. Sep. 1991. “The Impact Resistance of Composite Materials

— a Review,” Composites, 22(5):347–362, doi: 10.1016/0010-4361(91)90549-V.

Chen, Y., S. Zhou, H. Yang, and L. Wu. 2005. “Structure and Properties of

Polyurethane/nNnosilica Composites,” J. Appl. Polym. Sci., 95(5):1032–1039, doi:

1002/app.21180.

Domun, N., H. Hadavinia, T. Zhang, T. Sainsbury, G. H. Liaghat, and S. Vahid. 2015.

“Improving the Fracture Toughness and the Strength of Epoxy Using Nanomaterials – a

review of the current status,” Nanoscale, 7(23): 10294–10329, doi: 10.1039/C5NR01354B.

Zamanian, M., M. Mortezaei, B. Salehnia, and J. E. Jam. 2013. “Fracture Toughness of

Epoxy Polymer Modified with Nanosilica Particles: Particle Size Effect,” Eng. Fract. Mech.,

(1): 193–206, doi: 10.1016/j.engfracmech.2012.10.027.

Vashisth, A., C. E. Bakis, C. R. Ruggeri, T. C. Henry, and G. D. Roberts. 2018. “Ballistic

Impact Response of Carbon/Epoxy Tubes with Variable Nanosilica Content,” J. Compos.

Mater., 52(12): 1589–1604, doi: 10.1177/0021998317728461.

Hackett, S. C., J. M. Nelson, A. M. Hine, P. Sedgwick, R. H. Lowe, D. P. Goetz, and W. J.

Schultz. 2010. “Improved Carbon Fiber Composite Compression Strength and Shear

Stiffness Through Matrix Modification with Nanosilica,” in Proc. 25th Tech. Conf. Am. Soc.

Composites.

Vashisth, A., and C. E. Bakis. 2016. “Characterization of Nanosilica Filled Bis F Epoxide

with Diamino Diphenyl Sulfone Curing Agents,” in Proc. 31st Tech. Conf.. Am. Soc.

Composites.

Khare, H. S., and D. L. Burris. 2010. “A Quantitative Method for Measuring Nanocomposite

Dispersion,” Polymer. 51(3): 719–729, doi: 10.1016/j.polymer.2009.12.031.

Zhang, M. Q. M. Z. Rong, H. B. Zhang, and K. Friedrich. 2003. “Mechanical Properties of

Low Nano-Silica Filled High Density Polyethylene Composites,” Polym. Eng. Sci., 43(2).

Vashisth, A., T. C. Henry, and C. E. Bakis. 2018. “Quantitative Microscopic Investigation of

Mode I Fracture Surfaces of Nanosilica-Filled Epoxies,” in Proc. 33rd Tech. Conf. Am. Soc.

Composites.

Pinto, Amaro, and Bernardo. Jan. 2020. “Experimental Study on the Surface Properties of

Nanoalumina-Filled Epoxy Resin Nanocomposites,” Appl. Sci.,10(3):733, doi:

3390/app10030733.

López-Ibáñez, M., T. Stützle, and M. Dorigo. 2018. “Ant Colony Optimization: A

Component-Wise Overview,” in Handbook of Heuristics, 1–2: 371–407.

Kirkpatric S., C. D. Gelatt, M. P. Vecchi. 13 May 1983. “Optimization by Simulated

Annealing,” Science, 220(4598): 671–680, doi:10.1.1.123.7607

Vikhar, P. A. 2016. “Evolutionary Algorithms: A Critical Review and its Future Prospects,”

in Proc. 2016 Int. Conf. Glob. Trends Signal Process. Inf. Comput. Commun (ICGTSPICC)

pp. 261–265, IEEE, 2017, doi: 10.1109/ICGTSPICC.2016.7955308.

Brochu, E., V. M. Cora, and N. de Freitas. Dec. 14, 2010. “A Tutorial on Bayesian

Optimization of Expensive Cost Functions, with Application to Active User Modeling and

Hierarchical Reinforcement Learning,” [Online]. Available: http://arxiv.org/abs/1012.2599.

Pirot, G., T. Krityakierne, D. Ginsbourger, and P. Renard. 2019. “Contaminant Source

Localization Via Bayesian Global Optimization,” Hydrol. Earth Syst. Sci., 23(1): 351–369,

, doi: 10.5194/hess-23-351-2019.

Garnett, R., M. A. Osborne, and S. J. Roberts. 2010. “Bayesian Optimization for Sensor Set

Selection,” Proc. 9th ACM/IEEE Int. Conf. Inf. Process. Sens. Networks, IPSN ’10, pp.

–219, doi: 10.1145/1791212.1791238.

Vashisth, A. and C. E. Bakis. 2019. “Multiscale Characterization and Modeling of

Nanosilica-Reinforced Filament Wound Carbon/Epoxy Composite,” Mater. Perform.

Charact., 8(1): 1–21.

Chen, A., W. Mu, and Y. Chen. 2014. “Compressive Elastic Moduli and Polishing

Performance of Non-Rigid Core/Shell Structured PS/SiO2 Composite Abrasives Evaluated

by AFM,” Appl. Surf. Sci., 290: 433–439, doi: 10.1016/j.apsusc.2013.11.100.

Hertz, H. and P. Lenard. 1898. “On the Contact of Rigid Elastic Solids and on Hardness,”

Misc. Pap. Chapter VI, pp. 163–183.

Do, M. N., and M. Vetterli. 2002 “Wavelet-based texture retrieval using generalized

Gaussian density and Kullback-Leibler distance,” IEEE Trans. Image Process., 11(2):146–

doi: 10.1109/83.982822.

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