Concepedia

Matthew J. Colbrook

MJ

25

Publications

810

Citations

18

H-Index

2015

Active since

Affiliations

University of Cambridge(Current)

University of Southern California

Cornell University

Bridge University

Matthew J. Colbrook is an author at University of Cambridge specializing in engineering, spectral theory, and numerical analysis.

ORCID

Top concepts

Publications per year

2015–2023

25

Publications

25

The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale’s 18th problem

Matthew J. Colbrook, Vegard Antun, Anders C. Hansen · Proceedings of the National Academy of Sciences · 2022 · 122 citations · Full text

How to Compute Spectra with Error Control

Matthew J. Colbrook, Bogdan Roman, Anders C. Hansen · Physical Review Letters · 2019 · 63 citations · Full text

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Residual dynamic mode decomposition: robust and verified Koopmanism

Matthew J. Colbrook, Lorna J. Ayton, Máté Szőke · Journal of Fluid Mechanics · 2023 · 63 citations · Full text

Scaling laws of passive-scalar diffusion in the interstellar medium

Matthew J. Colbrook, Xiangcheng Ma, Philip F. Hopkins et al. · Monthly Notices of the Royal Astronomical Society · 2017 · 58 citations · Full text

Rigorous data‐driven computation of spectral properties of Koopman operators for dynamical systems

Matthew J. Colbrook, Alex Townsend · Communications on Pure and Applied Mathematics · 2023 · 54 citations · Full text

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