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Nathan Kirk
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 4
Top Topics
Neural Network
Sampling Strategies
Heart Failure
Monte Carlo
Top Venues
CoRR
Monte Carlo Methods Appl.
UCAmI
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Publications
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T. Konstantin Rusch
,
Nathan Kirk
,
Michael M. Bronstein
,
Christiane Lemieux
,
Daniela Rus
Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networks.
CoRR
(2024)
Nathan Kirk
,
Christiane Lemieux
An improved Halton sequence for implementation in quasi-Monte Carlo methods.
CoRR
(2024)
François Clément
,
Nathan Kirk
,
Florian Pausinger
Partitions for stratified sampling.
Monte Carlo Methods Appl.
30 (2) (2024)
Nathan Kirk
,
José A. Santos
,
Joseph Rafferty
,
Peter Nicholl
,
Ciara Campbell
An Approach to Monitoring Particulate Matter Based Pollution Using Low-Cost Sensing.
UCAmI
(2022)
Nathan Kirk
,
Alan Benson
,
Christopher E. Goodyer
,
Matthew E. Hubbard
A computational study of the effects of remodelled electrophysiology and mechanics on initiation of ventricular fibrillation in human heart failure.
CoRR
(2014)