Higor Yudi Duenha Sigaki

Ph.D. Physics, 2021

Física Estatística e Aprendizagem de Máquina Aplicadas ao Estudo de Sistemas Complexos

Universidade Estadual de Maringá
M.Sc. Physics, 2017

Física Estatística Aplicada ao Estudo de Obras de Arte

Universidade Estadual de Maringá
B.Sc. Physics, 2015

Universidade Estadual de Maringá

Data Scientist at Grupo Boticário (2022-present)
Visiting Scholar, Max Planck Institute of Animal Behavior, University of Konstanz, Germany (2019-2020)

Office: E90 – Sala 101

Phone: +55 (44) 3011-5436

Email: higorsigaki@gmail.com

Collective dynamics of stock market efficiency, Luiz G. A. Alves, Higor Y. D. Sigaki, Matjaž Perc, Haroldo V. Ribeiro, Scientific Reports 10, 21992 (2020) PDF Cite DOI
Learning physical properties of liquid crystals with deep convolutional neural networks, Higor Y. D. Sigaki, Ervin K. Lenzi, Rafael S. Zola, Matjaž Perc, Haroldo V. Ribeiro, Scientific Reports 10, 7664 (2020) PDF Cite 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, Estimating physical properties from liquid crystal textures via machine learning and complexity-entropy methods. Phys. Rev. E 99, 013311 (2019) PDF Cite DOI
Clustering patterns in efficiency and the coming-of-age of the cryptocurrency market, Higor Y. D. Sigaki, Matjaž Perc, Haroldo V. Ribeiro, Scientific Reports 9, 1440 (2019) PDF Cite DOI

History of art paintings through the lens of entropy and complexity, Higor Y. D. Sigaki, Matjaž Perc, Haroldo V. Ribeiro, Proc. Natl. Acad. Sci. U.S.A. 115, E8585-E8594 (2018) PDF Cite DOI