Dr Takahito Mitsui

Postdoctoral Researcher
Mitsui

I'm studying climate changes in the past and present such as ice ages, millennial-scale abrupt climate changes (Dansgaard-Oeschger events), and monsoon transitions by using Machine Learning technique (Artificial Neural Networks), dynamical systems analysis of models (bifurcation and chaos analysis) as well as climate modelling

Google scholar

Department

Complexity Science

FutureLab / Science Unit

Artificial Intelligence

Contact

Potsdam Institute for Climate Impact Research (PIK)
T +49 (0)331 288 2461
Takahito.Mitsui[at]pik-potsdam.de
P.O. Box 60 12 03
14412 Potsdam

ORCID

0000-0002-2825-3996

Interests

  • Ice ages (glacial-interglacial cycles)
  • Millennial-scale abrupt climate changes (Dansgaard-Oeschger events)
  • Monsoon transitions

Methods

  • Machine learning (artificial neural networks, reservoir computing)
  • Dynamical systems analysis (bifurcation analysis and chaos theory)
  • Climate modelling

Tipping Points in the Earth System (TiPES)

Predicting Abrupt transitions and Extremes in the Earth System (Freigeist research group at FU Berlin, funded by Volkswagen foundation)

FutureLab - Artificial Intelligence in the Anthropocene