Yoshito Hirata, PhD
Institute of Systems and Information Engineering,
University of Tsukuba
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Research
Research
I am an applied mathematician interested in “maths that matters”. Especially, I am developing methods of nonlinear time series analysis and applying them to data observed from various nonlinear phenomena. Nonlinear time series analysis provides not only useful information on the underlying dynamics but means of their prediction and control.
So far, I have been developing methods using delay coordinates, recurrence plots, permutations, surrogate tests, symbolic analysis, and point process analysis.
I have also applied these methods to real datasets measured from neurons, brains, heartbeats, winds, solar irradiation, cancers, amoebas, economies, and earthquakes.
Recently, research on recurrence plots has found a new application area in reconstructing three-dimensional chromosome structures for a single cell from experimental Hi-C data.
Publications
Publications
Please look at my page at the Google Scholar.
Contact
Contact
If you are interested, please write an email to
hirata (AT) cs.tsukuba.ac.jp
My short CV
My short CV
Past work
Associate Professor, Mathematics and Informatics Center, University of Tokyo
Project Associate Professor, Institute of Industrial Science, University of Tokyo
Project Research Associate, Institute of Industrial Science, University of Tokyo
Researcher, Aihara Complexity Modelling Project, ERATO, Japan Science and Technology Agency
Postdoctoral Researcher, Department of Mathematical Informatics, University of Tokyo
Education
PhD, from School of Mathematics and Statistics, University of Western Australia
Master of Engineering, from Department of Mathematical Engineering and Information Physics, University of Tokyo
Bachelor of Engineering, Department of Mathematical Engineering and Information Physics, University of Tokyo
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