教員紹介
キム グンス（ キム グンス ） / 助教
所属部局：部門
マス・フォア・インダストリ研究所 ： 数理計算インテリジェント社会実装推進部門
研究キーワード
Topological time-series analysis, topological optimization
My research interest lies in Topological Data Analysis (TDA). The goal
of my research is to recover the original system from sampled data using
TDA and Machine Learning (ML). Specifically, this involves recovering a
dynamical system from time-series data, as well as addressing
optimization problems arising from it. Naturally, my research is related
to Hamiltonian dynamics, dimension reduction and related topological
optimization: nonconvex, nonsmooth optimization problems.