# Matthew J. Colbrook University of Cambridge の DAMTP(Department of Applied Mathematics and Theoretical Physics)所属。データ駆動力学系・Koopman作用素のスペクトル計算の第一人者で、Residual DMD(ResDMD)やmpEDMDアルゴリズムの開発者。[[@2026__NatCommun__Adversarial dynamical systems characterize when data-driven learning succeeds or fails]]では、Igor Mezić・Alexei Stepanenkoと共に研究を主導し、理論の考案・アルゴリズム開発・定理の証明・数値実験を担当した(責任著者)。 ## 関連 - [[@2026__NatCommun__Adversarial dynamical systems characterize when data-driven learning succeeds or fails]] - [[Koopman作用素]] - [[可解性複雑性指標]] ## 出典 - [[@2026__NatCommun__Adversarial dynamical systems characterize when data-driven learning succeeds or fails]]