Higor Yudi Duenha Sigaki

Contact
Email: higorsigaki@gmail.com
Office: E90 – Sala 101
Phone: +55 (44) 3011-5436

Research Interests
Complex Systems.

Education

• Master Physics, Universidade Estadual de Maringá (2016-2017)
• B. Sc. Physics, Universidade Estadual de Maringá (2015).

Appointments

• PhD. Student, Universidade Estadual de Maringá (2017-present)

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Publications

• Learning physical properties of liquid crystals with deep convolutional neural networks
  

  Higor Y. D. Sigaki, Ervin K. Lenzi, Rafael S. Zola, Matjaz Perc, Haroldo V. Ribeiro, Scientific Reports 10, 7664 (2020). PDF | DOI

• Estimating physical properties from liquid crystal textures via machine learning and complexity-entropy methods
  

  H. Y. D. Sigaki, R. F. de Souza, R. T. de Souza, R. S. Zola, H. V. Ribeiro, Phys. Rev. E 99, 013311 (2019). PDF | DOI

• Clustering patterns in efficiency and the coming-of-age of the cryptocurrency market
  

  Higor Y. D. Sigaki, Matjaz Perc, Haroldo V. Ribeiro, Scientific Reports 9, 1440 (2019). PDF | DOI

• History of art paintings through the lens of entropy and complexity
  

  Higor Y. D. Sigaki, Matjaz Perc, Haroldo V. Ribeiro, Proc. Natl. Acad. Sci. U.S.A 155, E8585-E8594 (2018). PDF | DOI